Overview
Brought to you by YData
Dataset statistics
| Number of variables | 122 |
|---|---|
| Number of observations | 307511 |
| Missing cells | 764371 |
| Missing cells (%) | 2.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
Variable types
| Numeric | 106 |
|---|---|
| Categorical | 16 |
ORGANIZATION_TYPE has a high cardinality: 58 distinct values | High cardinality |
CNT_CHILDREN is highly overall correlated with CNT_FAM_MEMBERS | High correlation |
AMT_CREDIT is highly overall correlated with AMT_ANNUITY and 1 other fields | High correlation |
AMT_ANNUITY is highly overall correlated with AMT_CREDIT and 1 other fields | High correlation |
AMT_GOODS_PRICE is highly overall correlated with AMT_CREDIT and 1 other fields | High correlation |
DAYS_BIRTH is highly overall correlated with EXT_SOURCE_1 | High correlation |
FLAG_EMP_PHONE is highly overall correlated with DAYS_EMPLOYED and 1 other fields | High correlation |
CNT_FAM_MEMBERS is highly overall correlated with CNT_CHILDREN | High correlation |
REGION_RATING_CLIENT is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fields | High correlation |
REGION_RATING_CLIENT_W_CITY is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fields | High correlation |
REG_REGION_NOT_WORK_REGION is highly overall correlated with LIVE_REGION_NOT_WORK_REGION | High correlation |
LIVE_REGION_NOT_WORK_REGION is highly overall correlated with REG_REGION_NOT_WORK_REGION | High correlation |
REG_CITY_NOT_WORK_CITY is highly overall correlated with LIVE_CITY_NOT_WORK_CITY | High correlation |
LIVE_CITY_NOT_WORK_CITY is highly overall correlated with REG_CITY_NOT_WORK_CITY | High correlation |
EXT_SOURCE_1 is highly overall correlated with DAYS_BIRTH | High correlation |
APARTMENTS_AVG is highly overall correlated with BASEMENTAREA_AVG and 23 other fields | High correlation |
BASEMENTAREA_AVG is highly overall correlated with APARTMENTS_AVG and 17 other fields | High correlation |
YEARS_BEGINEXPLUATATION_AVG is highly overall correlated with YEARS_BUILD_AVG and 4 other fields | High correlation |
YEARS_BUILD_AVG is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 6 other fields | High correlation |
COMMONAREA_AVG is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
ELEVATORS_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
ENTRANCES_AVG is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
FLOORSMAX_AVG is highly overall correlated with APARTMENTS_AVG and 20 other fields | High correlation |
FLOORSMIN_AVG is highly overall correlated with ELEVATORS_AVG and 7 other fields | High correlation |
LANDAREA_AVG is highly overall correlated with LANDAREA_MODE and 1 other fields | High correlation |
LIVINGAPARTMENTS_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
LIVINGAREA_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
NONLIVINGAPARTMENTS_AVG is highly overall correlated with NONLIVINGAPARTMENTS_MODE and 1 other fields | High correlation |
NONLIVINGAREA_AVG is highly overall correlated with NONLIVINGAREA_MODE and 1 other fields | High correlation |
APARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
BASEMENTAREA_MODE is highly overall correlated with APARTMENTS_AVG and 17 other fields | High correlation |
YEARS_BEGINEXPLUATATION_MODE is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 1 other fields | High correlation |
YEARS_BUILD_MODE is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 6 other fields | High correlation |
COMMONAREA_MODE is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
ELEVATORS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
ENTRANCES_MODE is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
FLOORSMAX_MODE is highly overall correlated with APARTMENTS_AVG and 20 other fields | High correlation |
FLOORSMIN_MODE is highly overall correlated with ELEVATORS_AVG and 7 other fields | High correlation |
LANDAREA_MODE is highly overall correlated with LANDAREA_AVG and 1 other fields | High correlation |
LIVINGAPARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
LIVINGAREA_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
NONLIVINGAPARTMENTS_MODE is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 1 other fields | High correlation |
NONLIVINGAREA_MODE is highly overall correlated with NONLIVINGAREA_AVG and 1 other fields | High correlation |
APARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
BASEMENTAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 17 other fields | High correlation |
YEARS_BEGINEXPLUATATION_MEDI is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fields | High correlation |
YEARS_BUILD_MEDI is highly overall correlated with YEARS_BEGINEXPLUATATION_AVG and 6 other fields | High correlation |
COMMONAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
ELEVATORS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
ENTRANCES_MEDI is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
FLOORSMAX_MEDI is highly overall correlated with APARTMENTS_AVG and 20 other fields | High correlation |
FLOORSMIN_MEDI is highly overall correlated with ELEVATORS_AVG and 7 other fields | High correlation |
LANDAREA_MEDI is highly overall correlated with LANDAREA_AVG and 1 other fields | High correlation |
LIVINGAPARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
LIVINGAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
NONLIVINGAPARTMENTS_MEDI is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 1 other fields | High correlation |
NONLIVINGAREA_MEDI is highly overall correlated with NONLIVINGAREA_AVG and 1 other fields | High correlation |
TOTALAREA_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
OBS_30_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_60_CNT_SOCIAL_CIRCLE | High correlation |
DEF_30_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_60_CNT_SOCIAL_CIRCLE | High correlation |
OBS_60_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_30_CNT_SOCIAL_CIRCLE | High correlation |
DEF_60_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_30_CNT_SOCIAL_CIRCLE | High correlation |
FLAG_DOCUMENT_3 is highly overall correlated with FLAG_DOCUMENT_8 | High correlation |
FLAG_DOCUMENT_6 is highly overall correlated with DAYS_EMPLOYED and 1 other fields | High correlation |
FLAG_DOCUMENT_8 is highly overall correlated with FLAG_DOCUMENT_3 | High correlation |
REGION_POPULATION_RELATIVE is highly overall correlated with REGION_RATING_CLIENT and 1 other fields | High correlation |
DAYS_EMPLOYED is highly overall correlated with FLAG_EMP_PHONE and 1 other fields | High correlation |
OCCUPATION_TYPE has 96391 (31.3%) missing values | Missing |
FONDKAPREMONT_MODE has 210295 (68.4%) missing values | Missing |
HOUSETYPE_MODE has 154297 (50.2%) missing values | Missing |
WALLSMATERIAL_MODE has 156341 (50.8%) missing values | Missing |
EMERGENCYSTATE_MODE has 145755 (47.4%) missing values | Missing |
AMT_INCOME_TOTAL is highly skewed (γ1 = 391.5577441) | Skewed |
FLAG_MOBIL is highly skewed (γ1 = -554.5340386) | Skewed |
FLAG_CONT_MOBILE is highly skewed (γ1 = -23.08105976) | Skewed |
FLAG_DOCUMENT_2 is highly skewed (γ1 = 153.7910672) | Skewed |
FLAG_DOCUMENT_4 is highly skewed (γ1 = 110.8938235) | Skewed |
FLAG_DOCUMENT_7 is highly skewed (γ1 = 72.17375589) | Skewed |
FLAG_DOCUMENT_10 is highly skewed (γ1 = 209.5880313) | Skewed |
FLAG_DOCUMENT_12 is highly skewed (γ1 = 392.1128664) | Skewed |
FLAG_DOCUMENT_15 is highly skewed (γ1 = 28.69919309) | Skewed |
FLAG_DOCUMENT_17 is highly skewed (γ1 = 61.21384168) | Skewed |
FLAG_DOCUMENT_19 is highly skewed (γ1 = 40.95593453) | Skewed |
FLAG_DOCUMENT_20 is highly skewed (γ1 = 44.36468039) | Skewed |
FLAG_DOCUMENT_21 is highly skewed (γ1 = 54.61267275) | Skewed |
SK_ID_CURR has unique values | Unique |
TARGET has 282686 (91.9%) zeros | Zeros |
CNT_CHILDREN has 215371 (70.0%) zeros | Zeros |
FLAG_EMP_PHONE has 55386 (18.0%) zeros | Zeros |
FLAG_WORK_PHONE has 246203 (80.1%) zeros | Zeros |
FLAG_PHONE has 221080 (71.9%) zeros | Zeros |
FLAG_EMAIL has 290069 (94.3%) zeros | Zeros |
REG_REGION_NOT_LIVE_REGION has 302854 (98.5%) zeros | Zeros |
REG_REGION_NOT_WORK_REGION has 291899 (94.9%) zeros | Zeros |
LIVE_REGION_NOT_WORK_REGION has 295008 (95.9%) zeros | Zeros |
REG_CITY_NOT_LIVE_CITY has 283472 (92.2%) zeros | Zeros |
REG_CITY_NOT_WORK_CITY has 236644 (77.0%) zeros | Zeros |
LIVE_CITY_NOT_WORK_CITY has 252296 (82.0%) zeros | Zeros |
BASEMENTAREA_AVG has 14745 (4.8%) zeros | Zeros |
COMMONAREA_AVG has 8442 (2.7%) zeros | Zeros |
ELEVATORS_AVG has 85718 (27.9%) zeros | Zeros |
LANDAREA_AVG has 15600 (5.1%) zeros | Zeros |
NONLIVINGAPARTMENTS_AVG has 54549 (17.7%) zeros | Zeros |
NONLIVINGAREA_AVG has 58735 (19.1%) zeros | Zeros |
BASEMENTAREA_MODE has 16598 (5.4%) zeros | Zeros |
COMMONAREA_MODE has 9690 (3.2%) zeros | Zeros |
ELEVATORS_MODE has 89498 (29.1%) zeros | Zeros |
FLOORSMAX_MODE has 3415 (1.1%) zeros | Zeros |
LANDAREA_MODE has 17453 (5.7%) zeros | Zeros |
NONLIVINGAPARTMENTS_MODE has 59255 (19.3%) zeros | Zeros |
NONLIVINGAREA_MODE has 67126 (21.8%) zeros | Zeros |
BASEMENTAREA_MEDI has 14991 (4.9%) zeros | Zeros |
COMMONAREA_MEDI has 8691 (2.8%) zeros | Zeros |
ELEVATORS_MEDI has 87026 (28.3%) zeros | Zeros |
LANDAREA_MEDI has 15919 (5.2%) zeros | Zeros |
NONLIVINGAPARTMENTS_MEDI has 56097 (18.2%) zeros | Zeros |
NONLIVINGAREA_MEDI has 60954 (19.8%) zeros | Zeros |
OBS_30_CNT_SOCIAL_CIRCLE has 163910 (53.3%) zeros | Zeros |
DEF_30_CNT_SOCIAL_CIRCLE has 271324 (88.2%) zeros | Zeros |
OBS_60_CNT_SOCIAL_CIRCLE has 164666 (53.5%) zeros | Zeros |
DEF_60_CNT_SOCIAL_CIRCLE has 280721 (91.3%) zeros | Zeros |
DAYS_LAST_PHONE_CHANGE has 37672 (12.3%) zeros | Zeros |
FLAG_DOCUMENT_2 has 307498 (> 99.9%) zeros | Zeros |
FLAG_DOCUMENT_3 has 89171 (29.0%) zeros | Zeros |
FLAG_DOCUMENT_4 has 307486 (> 99.9%) zeros | Zeros |
FLAG_DOCUMENT_5 has 302863 (98.5%) zeros | Zeros |
FLAG_DOCUMENT_6 has 280433 (91.2%) zeros | Zeros |
FLAG_DOCUMENT_7 has 307452 (> 99.9%) zeros | Zeros |
FLAG_DOCUMENT_8 has 282487 (91.9%) zeros | Zeros |
FLAG_DOCUMENT_9 has 306313 (99.6%) zeros | Zeros |
FLAG_DOCUMENT_10 has 307504 (> 99.9%) zeros | Zeros |
FLAG_DOCUMENT_11 has 306308 (99.6%) zeros | Zeros |
FLAG_DOCUMENT_12 has 307509 (> 99.9%) zeros | Zeros |
FLAG_DOCUMENT_13 has 306427 (99.6%) zeros | Zeros |
FLAG_DOCUMENT_14 has 306608 (99.7%) zeros | Zeros |
FLAG_DOCUMENT_15 has 307139 (99.9%) zeros | Zeros |
FLAG_DOCUMENT_16 has 304458 (99.0%) zeros | Zeros |
FLAG_DOCUMENT_17 has 307429 (> 99.9%) zeros | Zeros |
FLAG_DOCUMENT_18 has 305011 (99.2%) zeros | Zeros |
FLAG_DOCUMENT_19 has 307328 (99.9%) zeros | Zeros |
FLAG_DOCUMENT_20 has 307355 (99.9%) zeros | Zeros |
FLAG_DOCUMENT_21 has 307408 (> 99.9%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_HOUR has 264366 (86.0%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_DAY has 264503 (86.0%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_WEEK has 257456 (83.7%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_MON has 222233 (72.3%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_QRT has 215417 (70.1%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_YEAR has 71801 (23.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-21 03:44:41.778324 |
|---|---|
| Analysis finished | 2025-05-21 03:59:27.252073 |
| Duration | 14 minutes and 45.47 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
SK_ID_CURR
Real number (ℝ)
Unique 
| Distinct | 307511 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 278180.52 |
| Minimum | 100002 |
|---|---|
| Maximum | 456255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 100002 |
|---|---|
| 5-th percentile | 100002 |
| Q1 | 191355 |
| median | 273662 |
| Q3 | 373967 |
| 95-th percentile | 456255 |
| Maximum | 456255 |
| Range | 356253 |
| Interquartile range (IQR) | 182612 |
Descriptive statistics
| Standard deviation | 102790.18 |
|---|---|
| Coefficient of variation (CV) | 0.36950889 |
| Kurtosis | -1.1989878 |
| Mean | 278180.52 |
| Median Absolute Deviation (MAD) | 82306 |
| Skewness | -0.0012002292 |
| Sum | 8.5543569 × 1010 |
| Variance | 1.056582 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100274 | 1 | < 0.1% |
| 100800 | 1 | < 0.1% |
| 100884 | 1 | < 0.1% |
| 100986 | 1 | < 0.1% |
| 101094 | 1 | < 0.1% |
| 101475 | 1 | < 0.1% |
| 101627 | 1 | < 0.1% |
| 101775 | 1 | < 0.1% |
| 102119 | 1 | < 0.1% |
| 102524 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 100002 | 1 | |
| 100003 | 1 | |
| 100004 | 1 | |
| 100006 | 1 | |
| 100007 | 1 | |
| 100008 | 1 | |
| 100009 | 1 | |
| 100010 | 1 | |
| 100011 | 1 | |
| 100012 | 1 |
| Value | Count | Frequency (%) |
| 100231 | 1 | |
| 100230 | 1 | |
| 100229 | 1 | |
| 100228 | 1 | |
| 100227 | 1 | |
| 100226 | 1 | |
| 100225 | 1 | |
| 100224 | 1 | |
| 100221 | 1 | |
| 100220 | 1 |
TARGET
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.080728819 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 282686 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.27241865 |
|---|---|
| Coefficient of variation (CV) | 3.3744906 |
| Kurtosis | 7.4749683 |
| Mean | 0.080728819 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0781437 |
| Sum | 24825 |
| Variance | 0.074211918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 282686 | |
| 1 | 24825 | 8.1% |
| Value | Count | Frequency (%) |
| 1 | 24825 | 8.1% |
| 0 | 282686 |
NAME_CONTRACT_TYPE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| Cash loans | 1 |
|---|---|
| Revolving loans | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cash loans |
|---|---|
| 2nd row | Cash loans |
| 3rd row | Revolving loans |
| 4th row | Cash loans |
| 5th row | Cash loans |
Common Values
| Value | Count | Frequency (%) |
| Cash loans | 1 | < 0.1% |
| Revolving loans | 1 | < 0.1% |
| (Missing) | 307509 |
Common Values (Plot)
CODE_GENDER
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| F | 1 |
|---|---|
| M | 1 |
| XNA | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| F | 1 | < 0.1% |
| M | 1 | < 0.1% |
| XNA | 1 | < 0.1% |
| (Missing) | 307508 |
Common Values (Plot)
FLAG_OWN_CAR
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| N | 1 |
|---|---|
| Y | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 1 | < 0.1% |
| Y | 1 | < 0.1% |
| (Missing) | 307509 |
Common Values (Plot)
FLAG_OWN_REALTY
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| Y | 1 |
|---|---|
| N | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 1 | < 0.1% |
| N | 1 | < 0.1% |
| (Missing) | 307509 |
Common Values (Plot)
CNT_CHILDREN
Real number (ℝ)
High correlation  Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41705175 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 215371 |
| Zeros (%) | 70.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.72212138 |
|---|---|
| Coefficient of variation (CV) | 1.7314911 |
| Kurtosis | 7.9039583 |
| Mean | 0.41705175 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9745948 |
| Sum | 128248 |
| Variance | 0.52145929 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
| (Missing) | 307496 |
| Value | Count | Frequency (%) |
| 0 | 215371 | |
| 1 | 61119 | 19.9% |
| 2 | 26749 | 8.7% |
| 3 | 3717 | 1.2% |
| 4 | 429 | 0.1% |
| 5 | 84 | < 0.1% |
| 6 | 21 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 21 | < 0.1% |
| 5 | 84 |
AMT_INCOME_TOTAL
Real number (ℝ)
Skewed 
| Distinct | 2548 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168797.92 |
| Minimum | 25650 |
|---|---|
| Maximum | 1.17 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 25650 |
|---|---|
| 5-th percentile | 25650 |
| Q1 | 112500 |
| median | 144000 |
| Q3 | 202500 |
| 95-th percentile | 1.17 × 108 |
| Maximum | 1.17 × 108 |
| Range | 1.1697435 × 108 |
| Interquartile range (IQR) | 90000 |
Descriptive statistics
| Standard deviation | 237123.15 |
|---|---|
| Coefficient of variation (CV) | 1.4047753 |
| Kurtosis | 191783.44 |
| Mean | 168797.92 |
| Median Absolute Deviation (MAD) | 45000 |
| Skewness | 391.55774 |
| Sum | 5.1907217 × 1010 |
| Variance | 5.6227387 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90000 | 1 | < 0.1% |
| 157500 | 1 | < 0.1% |
| 270000 | 1 | < 0.1% |
| 247500 | 1 | < 0.1% |
| 202500 | 1 | < 0.1% |
| 135000 | 1 | < 0.1% |
| 81000 | 1 | < 0.1% |
| 67500 | 1 | < 0.1% |
| 225000 | 1 | < 0.1% |
| 112500 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 25650 | 2 | < 0.1% |
| 26100 | 3 | < 0.1% |
| 26460 | 1 | < 0.1% |
| 26550 | 2 | < 0.1% |
| 27000 | 66 | |
| 27585 | 1 | < 0.1% |
| 27900 | 7 | < 0.1% |
| 27967.5 | 1 | < 0.1% |
| 28161 | 1 | < 0.1% |
| 28350 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 52515 | 1 | < 0.1% |
| 52470 | 1 | < 0.1% |
| 52438.5 | 1 | < 0.1% |
| 52425 | 2 | < 0.1% |
| 52303.5 | 1 | < 0.1% |
| 52200 | 13 | < 0.1% |
| 51840 | 1 | < 0.1% |
| 51817.5 | 1 | < 0.1% |
| 51750 | 89 | |
| 51691.5 | 1 | < 0.1% |
AMT_CREDIT
Real number (ℝ)
High correlation 
| Distinct | 5603 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 599026 |
| Minimum | 45000 |
|---|---|
| Maximum | 4050000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 45000 |
| Q1 | 273636 |
| median | 508495.5 |
| Q3 | 768550.5 |
| 95-th percentile | 4050000 |
| Maximum | 4050000 |
| Range | 4005000 |
| Interquartile range (IQR) | 494914.5 |
Descriptive statistics
| Standard deviation | 402490.78 |
|---|---|
| Coefficient of variation (CV) | 0.67190869 |
| Kurtosis | 1.9339903 |
| Mean | 599026 |
| Median Absolute Deviation (MAD) | 246694.5 |
| Skewness | 1.2347725 |
| Sum | 1.8420708 × 1011 |
| Variance | 1.6199883 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 808650 | 1 | < 0.1% |
| 1288350 | 1 | < 0.1% |
| 508495.5 | 1 | < 0.1% |
| 360000 | 1 | < 0.1% |
| 540000 | 1 | < 0.1% |
| 1350000 | 1 | < 0.1% |
| 270000 | 1 | < 0.1% |
| 247500 | 1 | < 0.1% |
| 202500 | 1 | < 0.1% |
| 900000 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 45000 | 230 | |
| 47970 | 218 | |
| 48519 | 1 | < 0.1% |
| 49455 | 19 | < 0.1% |
| 49500 | 40 | < 0.1% |
| 49752 | 53 | < 0.1% |
| 50940 | 393 | |
| 52128 | 115 | < 0.1% |
| 52767 | 16 | < 0.1% |
| 53910 | 56 | < 0.1% |
| Value | Count | Frequency (%) |
| 125109 | 12 | < 0.1% |
| 124722 | 30 | < 0.1% |
| 124438.5 | 16 | < 0.1% |
| 124380 | 24 | < 0.1% |
| 123993 | 85 | |
| 123768 | 11 | < 0.1% |
| 123637.5 | 137 | |
| 122521.5 | 9 | < 0.1% |
| 122256 | 49 | < 0.1% |
| 121878 | 1 | < 0.1% |
AMT_ANNUITY
Real number (ℝ)
High correlation 
| Distinct | 13673 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 1615.5 |
|---|---|
| Maximum | nan |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 1615.5 |
|---|---|
| 5-th percentile | 1615.5 |
| Q1 | 16839 |
| median | 24624 |
| Q3 | 32602.5 |
| 95-th percentile | 258025.5 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 15763.5 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 8613 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15750 | 1 | < 0.1% |
| 23773.5 | 1 | < 0.1% |
| 11250 | 1 | < 0.1% |
| 22018.5 | 1 | < 0.1% |
| 32602.5 | 1 | < 0.1% |
| 14751 | 1 | < 0.1% |
| 24592.5 | 1 | < 0.1% |
| 37669.5 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 31630.5 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 1615.5 | 1 | |
| 1980 | 2 | |
| 1993.5 | 1 | |
| 2052 | 1 | |
| 2164.5 | 2 | |
| 2173.5 | 1 | |
| 2187 | 2 | |
| 2205 | 1 | |
| 2295 | 2 | |
| 2299.5 | 1 |
| Value | Count | Frequency (%) |
| 4320 | 1 | < 0.1% |
| 4311 | 4 | |
| 4302 | 4 | |
| 4297.5 | 3 | < 0.1% |
| 4293 | 2 | < 0.1% |
| 4288.5 | 2 | < 0.1% |
| 4279.5 | 8 | |
| 4275 | 4 | |
| 4270.5 | 1 | < 0.1% |
| 4266 | 6 |
AMT_GOODS_PRICE
Real number (ℝ)
High correlation 
| Distinct | 1003 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 40500 |
|---|---|
| Maximum | nan |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 40500 |
|---|---|
| 5-th percentile | 40500 |
| Q1 | 238500 |
| median | 450000 |
| Q3 | 675000 |
| 95-th percentile | 4050000 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 436500 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 225000 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 270000 | 1 | < 0.1% |
| 900000 | 1 | < 0.1% |
| 225000 | 1 | < 0.1% |
| 675000 | 1 | < 0.1% |
| 180000 | 1 | < 0.1% |
| 450000 | 1 | < 0.1% |
| 1350000 | 1 | < 0.1% |
| 1125000 | 1 | < 0.1% |
| 135000 | 1 | < 0.1% |
| 454500 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 40500 | 1 | < 0.1% |
| 45000 | 1169 | |
| 49500 | 157 | 0.1% |
| 50751 | 1 | < 0.1% |
| 54000 | 290 | 0.1% |
| 58500 | 324 | 0.1% |
| 59782.5 | 1 | < 0.1% |
| 60070.5 | 1 | < 0.1% |
| 63000 | 116 | < 0.1% |
| 67392 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 364500 | 293 | 0.1% |
| 362632.5 | 1 | < 0.1% |
| 360000 | 4553 | |
| 357133.5 | 1 | < 0.1% |
| 356598 | 1 | < 0.1% |
| 355500 | 221 | 0.1% |
| 354645 | 1 | < 0.1% |
| 354015 | 1 | < 0.1% |
| 353749.5 | 1 | < 0.1% |
| 353641.5 | 1 | < 0.1% |
NAME_TYPE_SUITE
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1292 |
| Missing (%) | 0.4% |
| Memory size | 0.0 B |
| Unaccompanied | 1 |
|---|---|
| Family | 1 |
| Spouse, partner | 1 |
| Children | 1 |
| Other_B | 1 |
| Other values (2) | 2 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unaccompanied |
|---|---|
| 2nd row | Family |
| 3rd row | Unaccompanied |
| 4th row | Unaccompanied |
| 5th row | Unaccompanied |
Common Values
| Value | Count | Frequency (%) |
| Unaccompanied | 1 | < 0.1% |
| Family | 1 | < 0.1% |
| Spouse, partner | 1 | < 0.1% |
| Children | 1 | < 0.1% |
| Other_B | 1 | < 0.1% |
| Other_A | 1 | < 0.1% |
| Group of people | 1 | < 0.1% |
| (Missing) | 307504 |
Common Values (Plot)
NAME_INCOME_TYPE
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| Working | 1 |
|---|---|
| Commercial associate | 1 |
| Pensioner | 1 |
| State servant | 1 |
| Unemployed | 1 |
| Other values (3) | 3 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Working |
|---|---|
| 2nd row | State servant |
| 3rd row | Working |
| 4th row | Working |
| 5th row | Working |
Common Values
| Value | Count | Frequency (%) |
| Working | 1 | < 0.1% |
| Commercial associate | 1 | < 0.1% |
| Pensioner | 1 | < 0.1% |
| State servant | 1 | < 0.1% |
| Unemployed | 1 | < 0.1% |
| Student | 1 | < 0.1% |
| Businessman | 1 | < 0.1% |
| Maternity leave | 1 | < 0.1% |
| (Missing) | 307503 |
Common Values (Plot)
NAME_EDUCATION_TYPE
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| Secondary / secondary special | 1 |
|---|---|
| Higher education | 1 |
| Incomplete higher | 1 |
| Lower secondary | 1 |
| Academic degree | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Secondary / secondary special |
|---|---|
| 2nd row | Higher education |
| 3rd row | Secondary / secondary special |
| 4th row | Secondary / secondary special |
| 5th row | Secondary / secondary special |
Common Values
| Value | Count | Frequency (%) |
| Secondary / secondary special | 1 | < 0.1% |
| Higher education | 1 | < 0.1% |
| Incomplete higher | 1 | < 0.1% |
| Lower secondary | 1 | < 0.1% |
| Academic degree | 1 | < 0.1% |
| (Missing) | 307506 |
Common Values (Plot)
NAME_FAMILY_STATUS
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| Married | 1 |
|---|---|
| Single / not married | 1 |
| Civil marriage | 1 |
| Separated | 1 |
| Widow | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single / not married |
|---|---|
| 2nd row | Married |
| 3rd row | Single / not married |
| 4th row | Civil marriage |
| 5th row | Single / not married |
Common Values
| Value | Count | Frequency (%) |
| Married | 1 | < 0.1% |
| Single / not married | 1 | < 0.1% |
| Civil marriage | 1 | < 0.1% |
| Separated | 1 | < 0.1% |
| Widow | 1 | < 0.1% |
| Unknown | 1 | < 0.1% |
| (Missing) | 307505 |
Common Values (Plot)
NAME_HOUSING_TYPE
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| House / apartment | 1 |
|---|---|
| With parents | 1 |
| Municipal apartment | 1 |
| Rented apartment | 1 |
| Office apartment | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | House / apartment |
|---|---|
| 2nd row | House / apartment |
| 3rd row | House / apartment |
| 4th row | House / apartment |
| 5th row | House / apartment |
Common Values
| Value | Count | Frequency (%) |
| House / apartment | 1 | < 0.1% |
| With parents | 1 | < 0.1% |
| Municipal apartment | 1 | < 0.1% |
| Rented apartment | 1 | < 0.1% |
| Office apartment | 1 | < 0.1% |
| Co-op apartment | 1 | < 0.1% |
| (Missing) | 307505 |
Common Values (Plot)
REGION_POPULATION_RELATIVE
Real number (ℝ)
High correlation 
| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.020868112 |
| Minimum | 0.00029 |
|---|---|
| Maximum | 0.072508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0.00029 |
|---|---|
| 5-th percentile | 0.00029 |
| Q1 | 0.010032 |
| median | 0.01885 |
| Q3 | 0.026392 |
| 95-th percentile | 0.072508 |
| Maximum | 0.072508 |
| Range | 0.072218 |
| Interquartile range (IQR) | 0.01636 |
Descriptive statistics
| Standard deviation | 0.01383128 |
|---|---|
| Coefficient of variation (CV) | 0.66279499 |
| Kurtosis | 3.2599928 |
| Mean | 0.020868112 |
| Median Absolute Deviation (MAD) | 0.01885 |
| Skewness | 1.4880013 |
| Sum | 6417.174 |
| Variance | 0.00019130431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.035792 | 1 | < 0.1% |
| 0.04622 | 1 | < 0.1% |
| 0.030755 | 1 | < 0.1% |
| 0.025164 | 1 | < 0.1% |
| 0.026392 | 1 | < 0.1% |
| 0.031329 | 1 | < 0.1% |
| 0.028663 | 1 | < 0.1% |
| 0.019101 | 1 | < 0.1% |
| 0.072508 | 1 | < 0.1% |
| 0.020713 | 1 | < 0.1% |
| Other values (71) | 71 | < 0.1% |
| (Missing) | 307430 |
| Value | Count | Frequency (%) |
| 0.00029 | 2 | < 0.1% |
| 0.000533 | 39 | < 0.1% |
| 0.000938 | 28 | < 0.1% |
| 0.001276 | 558 | 0.2% |
| 0.001333 | 235 | 0.1% |
| 0.001417 | 467 | 0.2% |
| 0.002042 | 1642 | |
| 0.002134 | 1051 | |
| 0.002506 | 944 | |
| 0.003069 | 1783 |
| Value | Count | Frequency (%) |
| 0.072508 | 8412 | |
| 0.04622 | 13442 | |
| 0.035792 | 16408 | |
| 0.032561 | 6636 | |
| 0.031329 | 11321 | |
| 0.030755 | 12163 | |
| 0.028663 | 11157 | |
| 0.026392 | 11601 | |
| 0.025164 | 11950 | |
| 0.02461 | 6404 | 2.1% |
DAYS_BIRTH
Real number (ℝ)
High correlation 
| Distinct | 17460 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -16036.995 |
| Minimum | -25229 |
|---|---|
| Maximum | -7489 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 307511 |
| Negative (%) | 100.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | -25229 |
|---|---|
| 5-th percentile | -25229 |
| Q1 | -19571 |
| median | -15847 |
| Q3 | -12904 |
| 95-th percentile | -7489 |
| Maximum | -7489 |
| Range | 17740 |
| Interquartile range (IQR) | 6667 |
Descriptive statistics
| Standard deviation | 4363.9886 |
|---|---|
| Coefficient of variation (CV) | -0.2721201 |
| Kurtosis | -1.0491282 |
| Mean | -16036.995 |
| Median Absolute Deviation (MAD) | 3572 |
| Skewness | -0.11567275 |
| Sum | -4.9315524 × 109 |
| Variance | 19044397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -13749 | 1 | < 0.1% |
| -15771 | 1 | < 0.1% |
| -10368 | 1 | < 0.1% |
| -12782 | 1 | < 0.1% |
| -15155 | 1 | < 0.1% |
| -17873 | 1 | < 0.1% |
| -11108 | 1 | < 0.1% |
| -10136 | 1 | < 0.1% |
| -14350 | 1 | < 0.1% |
| -10936 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| -25229 | 1 | < 0.1% |
| -25201 | 2 | |
| -25200 | 1 | < 0.1% |
| -25197 | 2 | |
| -25196 | 4 | |
| -25195 | 1 | < 0.1% |
| -25192 | 2 | |
| -25191 | 1 | < 0.1% |
| -25187 | 1 | < 0.1% |
| -25186 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -24957 | 4 | |
| -24958 | 1 | < 0.1% |
| -24959 | 2 | |
| -24960 | 3 | |
| -24961 | 2 | |
| -24962 | 1 | < 0.1% |
| -24963 | 2 | |
| -24964 | 1 | < 0.1% |
| -24966 | 3 | |
| -24967 | 2 |
DAYS_EMPLOYED
Real number (ℝ)
High correlation 
| Distinct | 12574 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63815.046 |
| Minimum | -17912 |
|---|---|
| Maximum | 365243 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 252135 |
| Negative (%) | 82.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | -17912 |
|---|---|
| 5-th percentile | -17912 |
| Q1 | -2693 |
| median | -1243 |
| Q3 | -401 |
| 95-th percentile | 365243 |
| Maximum | 365243 |
| Range | 383155 |
| Interquartile range (IQR) | 2292 |
Descriptive statistics
| Standard deviation | 141275.77 |
|---|---|
| Coefficient of variation (CV) | 2.2138316 |
| Kurtosis | 0.77158032 |
| Mean | 63815.046 |
| Median Absolute Deviation (MAD) | 1088 |
| Skewness | 1.6643381 |
| Sum | 1.9623829 × 1010 |
| Variance | 1.9958842 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -241 | 1 | < 0.1% |
| -184 | 1 | < 0.1% |
| -233 | 1 | < 0.1% |
| -201 | 1 | < 0.1% |
| -198 | 1 | < 0.1% |
| -193 | 1 | < 0.1% |
| -230 | 1 | < 0.1% |
| -244 | 1 | < 0.1% |
| -139 | 1 | < 0.1% |
| -206 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| -17912 | 1 | |
| -17583 | 1 | |
| -17546 | 1 | |
| -17531 | 1 | |
| -17522 | 1 | |
| -17170 | 1 | |
| -17139 | 1 | |
| -16852 | 1 | |
| -16849 | 1 | |
| -16836 | 1 |
| Value | Count | Frequency (%) |
| -14719 | 1 | |
| -14722 | 2 | |
| -14723 | 1 | |
| -14726 | 1 | |
| -14743 | 1 | |
| -14747 | 1 | |
| -14749 | 1 | |
| -14756 | 1 | |
| -14775 | 1 | |
| -14778 | 2 |
DAYS_REGISTRATION
Real number (ℝ)
| Distinct | 15688 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4986.1203 |
| Minimum | -24672 |
|---|---|
| Maximum | 0 |
| Zeros | 80 |
| Zeros (%) | < 0.1% |
| Negative | 307431 |
| Negative (%) | > 99.9% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | -24672 |
|---|---|
| 5-th percentile | -24672 |
| Q1 | -7334 |
| median | -4568 |
| Q3 | -2378 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 24672 |
| Interquartile range (IQR) | 4956 |
Descriptive statistics
| Standard deviation | 3522.8863 |
|---|---|
| Coefficient of variation (CV) | -0.70653857 |
| Kurtosis | -0.32136089 |
| Mean | -4986.1203 |
| Median Absolute Deviation (MAD) | 2675 |
| Skewness | -0.59086873 |
| Sum | -1.5332868 × 109 |
| Variance | 12410728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -621 | 1 | < 0.1% |
| -569 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| -308 | 1 | < 0.1% |
| -749 | 1 | < 0.1% |
| -5 | 1 | < 0.1% |
| -18 | 1 | < 0.1% |
| -29 | 1 | < 0.1% |
| -1100 | 1 | < 0.1% |
| -542 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| -24672 | 1 | |
| -23738 | 1 | |
| -23416 | 1 | |
| -22928 | 1 | |
| -22858 | 1 | |
| -22701 | 1 | |
| -22442 | 1 | |
| -22392 | 1 | |
| -22113 | 1 | |
| -21887 | 1 |
| Value | Count | Frequency (%) |
| -16992 | 1 | |
| -16997 | 1 | |
| -17001 | 1 | |
| -17010 | 1 | |
| -17013 | 1 | |
| -17017 | 1 | |
| -17020 | 1 | |
| -17039 | 1 | |
| -17061 | 1 | |
| -17066 | 1 |
DAYS_ID_PUBLISH
Real number (ℝ)
| Distinct | 6168 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2994.2024 |
| Minimum | -7197 |
|---|---|
| Maximum | 0 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 307495 |
| Negative (%) | > 99.9% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | -7197 |
|---|---|
| 5-th percentile | -7197 |
| Q1 | -4274 |
| median | -3290 |
| Q3 | -1940 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 7197 |
| Interquartile range (IQR) | 2334 |
Descriptive statistics
| Standard deviation | 1509.4504 |
|---|---|
| Coefficient of variation (CV) | -0.50412438 |
| Kurtosis | -1.1068094 |
| Mean | -2994.2024 |
| Median Absolute Deviation (MAD) | 1156 |
| Skewness | 0.34932579 |
| Sum | -9.2075017 × 108 |
| Variance | 2278440.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4389 | 1 | < 0.1% |
| -4375 | 1 | < 0.1% |
| -4032 | 1 | < 0.1% |
| -4046 | 1 | < 0.1% |
| -4320 | 1 | < 0.1% |
| -4417 | 1 | < 0.1% |
| -4200 | 1 | < 0.1% |
| -4130 | 1 | < 0.1% |
| -4319 | 1 | < 0.1% |
| -4053 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| -7197 | 1 | |
| -6551 | 1 | |
| -6383 | 1 | |
| -6337 | 1 | |
| -6274 | 1 | |
| -6265 | 1 | |
| -6263 | 1 | |
| -6259 | 1 | |
| -6258 | 1 | |
| -6256 | 1 |
| Value | Count | Frequency (%) |
| -5984 | 4 | |
| -5985 | 3 | |
| -5986 | 4 | |
| -5987 | 4 | |
| -5988 | 3 | |
| -5989 | 4 | |
| -5990 | 3 | |
| -5991 | 2 | < 0.1% |
| -5992 | 3 | |
| -5993 | 5 |
OWN_CAR_AGE
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 2134 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 9 |
| Q3 | 14 |
| 95-th percentile | 91 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| Other values (52) | 52 | < 0.1% |
| (Missing) | 307449 |
| Value | Count | Frequency (%) |
| 0 | 2134 | 0.7% |
| 1 | 5280 | |
| 2 | 5852 | |
| 3 | 6370 | |
| 4 | 5557 | |
| 5 | 3595 | |
| 6 | 6382 | |
| 7 | 7424 | |
| 8 | 5887 | |
| 9 | 5020 |
| Value | Count | Frequency (%) |
| nan | 202929 | |
| 91 | 2 | < 0.1% |
| 69 | 1 | < 0.1% |
| 65 | 891 | 0.3% |
| 64 | 2443 | 0.8% |
| 63 | 2 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 4 | < 0.1% |
| 54 | 12 | < 0.1% |
FLAG_MOBIL
Real number (ℝ)
Skewed 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99999675 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.001803307 |
|---|---|
| Coefficient of variation (CV) | 0.0018033129 |
| Kurtosis | 307506 |
| Mean | 0.99999675 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -554.53404 |
| Sum | 307510 |
| Variance | 3.2519162 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 307510 |
| Value | Count | Frequency (%) |
| 1 | 307510 | |
| 0 | 1 | < 0.1% |
FLAG_EMP_PHONE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81988937 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 55386 |
| Zeros (%) | 18.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3842802 |
|---|---|
| Coefficient of variation (CV) | 0.46869762 |
| Kurtosis | 0.77181989 |
| Mean | 0.81988937 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.6648783 |
| Sum | 252125 |
| Variance | 0.14767127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 55386 | 18.0% |
| 1 | 252125 |
| Value | Count | Frequency (%) |
| 1 | 252125 | |
| 0 | 55386 | 18.0% |
FLAG_WORK_PHONE
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19936848 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 246203 |
| Zeros (%) | 80.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.39952623 |
|---|---|
| Coefficient of variation (CV) | 2.0039589 |
| Kurtosis | 0.26485209 |
| Mean | 0.19936848 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5049426 |
| Sum | 61308 |
| Variance | 0.15962121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 246203 | |
| 1 | 61308 | 19.9% |
| Value | Count | Frequency (%) |
| 1 | 61308 | 19.9% |
| 0 | 246203 |
FLAG_CONT_MOBILE
Real number (ℝ)
Skewed 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9981334 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 574 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.043163894 |
|---|---|
| Coefficient of variation (CV) | 0.043244615 |
| Kurtosis | 530.73532 |
| Mean | 0.9981334 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -23.08106 |
| Sum | 306937 |
| Variance | 0.0018631218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 574 | 0.2% |
| 1 | 306937 |
| Value | Count | Frequency (%) |
| 1 | 306937 | |
| 0 | 574 | 0.2% |
FLAG_PHONE
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28106637 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 221080 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.44952055 |
|---|---|
| Coefficient of variation (CV) | 1.5993395 |
| Kurtosis | -1.0511725 |
| Mean | 0.28106637 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.97407778 |
| Sum | 86431 |
| Variance | 0.20206872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 221080 | |
| 1 | 86431 | 28.1% |
| Value | Count | Frequency (%) |
| 1 | 86431 | 28.1% |
| 0 | 221080 |
FLAG_EMAIL
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.056719922 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 290069 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23130704 |
|---|---|
| Coefficient of variation (CV) | 4.0780564 |
| Kurtosis | 12.69062 |
| Mean | 0.056719922 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8328345 |
| Sum | 17442 |
| Variance | 0.053502947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 290069 | |
| 1 | 17442 | 5.7% |
| Value | Count | Frequency (%) |
| 1 | 17442 | 5.7% |
| 0 | 290069 |
OCCUPATION_TYPE
Categorical
Missing 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 96391 |
| Missing (%) | 31.3% |
| Memory size | 0.0 B |
| Laborers | 1 |
|---|---|
| Sales staff | 1 |
| Core staff | 1 |
| Managers | 1 |
| Drivers | 1 |
| Other values (13) | 13 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Laborers |
|---|---|
| 2nd row | Core staff |
| 3rd row | Laborers |
| 4th row | Laborers |
| 5th row | Core staff |
Common Values
| Value | Count | Frequency (%) |
| Laborers | 1 | < 0.1% |
| Sales staff | 1 | < 0.1% |
| Core staff | 1 | < 0.1% |
| Managers | 1 | < 0.1% |
| Drivers | 1 | < 0.1% |
| High skill tech staff | 1 | < 0.1% |
| Accountants | 1 | < 0.1% |
| Medicine staff | 1 | < 0.1% |
| Security staff | 1 | < 0.1% |
| Cooking staff | 1 | < 0.1% |
| Other values (8) | 8 | < 0.1% |
| (Missing) | 307493 |
CNT_FAM_MEMBERS
Real number (ℝ)
High correlation 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 1 |
|---|---|
| Maximum | nan |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 20 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| (Missing) | 307494 |
| Value | Count | Frequency (%) |
| 1 | 67847 | |
| 2 | 158357 | |
| 3 | 52601 | 17.1% |
| 4 | 24697 | 8.0% |
| 5 | 3478 | 1.1% |
| 6 | 408 | 0.1% |
| 7 | 81 | < 0.1% |
| 8 | 20 | < 0.1% |
| 9 | 6 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| nan | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 3 | |
| 9 | 6 |
REGION_RATING_CLIENT
Real number (ℝ)
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0524632 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5090339 |
|---|---|
| Coefficient of variation (CV) | 0.24801122 |
| Kurtosis | 0.80038391 |
| Mean | 2.0524632 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.087467923 |
| Sum | 631155 |
| Variance | 0.25911551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307508 |
| Value | Count | Frequency (%) |
| 1 | 32197 | 10.5% |
| 2 | 226984 | |
| 3 | 48330 | 15.7% |
| Value | Count | Frequency (%) |
| 3 | 48330 | 15.7% |
| 2 | 226984 | |
| 1 | 32197 | 10.5% |
REGION_RATING_CLIENT_W_CITY
Real number (ℝ)
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0315208 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.50273703 |
|---|---|
| Coefficient of variation (CV) | 0.24746831 |
| Kurtosis | 0.93354914 |
| Mean | 2.0315208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.059729521 |
| Sum | 624715 |
| Variance | 0.25274452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307508 |
| Value | Count | Frequency (%) |
| 1 | 34167 | 11.1% |
| 2 | 229484 | |
| 3 | 43860 | 14.3% |
| Value | Count | Frequency (%) |
| 3 | 43860 | 14.3% |
| 2 | 229484 | |
| 1 | 34167 | 11.1% |
WEEKDAY_APPR_PROCESS_START
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| TUESDAY | 1 |
|---|---|
| WEDNESDAY | 1 |
| MONDAY | 1 |
| THURSDAY | 1 |
| FRIDAY | 1 |
| Other values (2) | 2 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WEDNESDAY |
|---|---|
| 2nd row | MONDAY |
| 3rd row | MONDAY |
| 4th row | WEDNESDAY |
| 5th row | THURSDAY |
Common Values
| Value | Count | Frequency (%) |
| TUESDAY | 1 | < 0.1% |
| WEDNESDAY | 1 | < 0.1% |
| MONDAY | 1 | < 0.1% |
| THURSDAY | 1 | < 0.1% |
| FRIDAY | 1 | < 0.1% |
| SATURDAY | 1 | < 0.1% |
| SUNDAY | 1 | < 0.1% |
| (Missing) | 307504 |
Common Values (Plot)
HOUR_APPR_PROCESS_START
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.063419 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 40 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2658323 |
|---|---|
| Coefficient of variation (CV) | 0.27072195 |
| Kurtosis | -0.19418922 |
| Mean | 12.063419 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.028024323 |
| Sum | 3709634 |
| Variance | 10.66566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| Other values (14) | 14 | < 0.1% |
| (Missing) | 307487 |
| Value | Count | Frequency (%) |
| 0 | 40 | < 0.1% |
| 1 | 86 | < 0.1% |
| 2 | 305 | 0.1% |
| 3 | 1230 | 0.4% |
| 4 | 2090 | 0.7% |
| 5 | 3638 | 1.2% |
| 6 | 5842 | 1.9% |
| 7 | 9131 | 3.0% |
| 8 | 15127 | |
| 9 | 27384 |
| Value | Count | Frequency (%) |
| 23 | 41 | < 0.1% |
| 22 | 150 | < 0.1% |
| 21 | 405 | 0.1% |
| 20 | 1196 | 0.4% |
| 19 | 3848 | 1.3% |
| 18 | 9049 | 2.9% |
| 17 | 14900 | |
| 16 | 20385 | |
| 15 | 24839 | |
| 14 | 27682 |
REG_REGION_NOT_LIVE_REGION
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.015144174 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 302854 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.12212648 |
|---|---|
| Coefficient of variation (CV) | 8.0642549 |
| Kurtosis | 61.047372 |
| Mean | 0.015144174 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9402375 |
| Sum | 4657 |
| Variance | 0.014914876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 302854 | |
| 1 | 4657 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 4657 | 1.5% |
| 0 | 302854 |
REG_REGION_NOT_WORK_REGION
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050768916 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 291899 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.21952583 |
|---|---|
| Coefficient of variation (CV) | 4.3240204 |
| Kurtosis | 14.750576 |
| Mean | 0.050768916 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0927468 |
| Sum | 15612 |
| Variance | 0.04819159 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 291899 | |
| 1 | 15612 | 5.1% |
| Value | Count | Frequency (%) |
| 1 | 15612 | 5.1% |
| 0 | 291899 |
LIVE_REGION_NOT_WORK_REGION
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.040658708 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 295008 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.19749862 |
|---|---|
| Coefficient of variation (CV) | 4.857474 |
| Kurtosis | 19.637359 |
| Mean | 0.040658708 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6515975 |
| Sum | 12503 |
| Variance | 0.039005704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 295008 | |
| 1 | 12503 | 4.1% |
| Value | Count | Frequency (%) |
| 1 | 12503 | 4.1% |
| 0 | 295008 |
REG_CITY_NOT_LIVE_CITY
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.078172813 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 283472 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.26844377 |
|---|---|
| Coefficient of variation (CV) | 3.4339787 |
| Kurtosis | 7.8769731 |
| Mean | 0.078172813 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.1427652 |
| Sum | 24039 |
| Variance | 0.072062059 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 283472 | |
| 1 | 24039 | 7.8% |
| Value | Count | Frequency (%) |
| 1 | 24039 | 7.8% |
| 0 | 283472 |
REG_CITY_NOT_WORK_CITY
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23045354 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 236644 |
| Zeros (%) | 77.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42112384 |
|---|---|
| Coefficient of variation (CV) | 1.8273697 |
| Kurtosis | -0.36126395 |
| Mean | 0.23045354 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2801313 |
| Sum | 70867 |
| Variance | 0.17734529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 236644 | |
| 1 | 70867 | 23.0% |
| Value | Count | Frequency (%) |
| 1 | 70867 | 23.0% |
| 0 | 236644 |
LIVE_CITY_NOT_WORK_CITY
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17955455 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 252296 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38381662 |
|---|---|
| Coefficient of variation (CV) | 2.1376045 |
| Kurtosis | 0.78818812 |
| Mean | 0.17955455 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6697868 |
| Sum | 55215 |
| Variance | 0.14731519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 252296 | |
| 1 | 55215 | 18.0% |
| Value | Count | Frequency (%) |
| 1 | 55215 | 18.0% |
| 0 | 252296 |
ORGANIZATION_TYPE
Categorical
High cardinality 
| Distinct | 58 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 0.0 B |
| Business Entity Type 3 | 1 |
|---|---|
| XNA | 1 |
| Self-employed | 1 |
| Other | 1 |
| Medicine | 1 |
| Other values (53) | 53 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Business Entity Type 3 |
|---|---|
| 2nd row | School |
| 3rd row | Government |
| 4th row | Business Entity Type 3 |
| 5th row | Religion |
Common Values
| Value | Count | Frequency (%) |
| Business Entity Type 3 | 1 | < 0.1% |
| XNA | 1 | < 0.1% |
| Self-employed | 1 | < 0.1% |
| Other | 1 | < 0.1% |
| Medicine | 1 | < 0.1% |
| Business Entity Type 2 | 1 | < 0.1% |
| Government | 1 | < 0.1% |
| School | 1 | < 0.1% |
| Trade: type 7 | 1 | < 0.1% |
| Kindergarten | 1 | < 0.1% |
| Other values (48) | 48 | < 0.1% |
| (Missing) | 307453 |
EXT_SOURCE_1
Real number (ℝ)
High correlation 
| Distinct | 114585 |
|---|---|
| Distinct (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0.014568132 |
|---|---|
| Maximum | nan |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0.014568132 |
|---|---|
| 5-th percentile | 0.014568132 |
| Q1 | 0.33893306 |
| median | 0.49904815 |
| Q3 | 0.65006304 |
| 95-th percentile | 0.96269277 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.31112998 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.49904815 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6180872852 | 1 | < 0.1% |
| 0.4848609452 | 1 | < 0.1% |
| 0.510962057 | 1 | < 0.1% |
| 0.5502334616 | 1 | < 0.1% |
| 0.642649902 | 1 | < 0.1% |
| 0.5345323453 | 1 | < 0.1% |
| 0.2584350856 | 1 | < 0.1% |
| 0.6252017244 | 1 | < 0.1% |
| 0.6000183463 | 1 | < 0.1% |
| 0.2109489079 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0.01456813241 | 1 | |
| 0.0146914824 | 1 | |
| 0.0150529213 | 1 | |
| 0.01560008058 | 1 | |
| 0.01709465779 | 1 | |
| 0.01717653877 | 1 | |
| 0.01739440941 | 1 | |
| 0.01775565875 | 1 | |
| 0.01789680481 | 1 | |
| 0.01833356513 | 1 |
| Value | Count | Frequency (%) |
| 0.04003888065 | 1 | |
| 0.03996148864 | 1 | |
| 0.03991708705 | 1 | |
| 0.03980747238 | 1 | |
| 0.03959885591 | 1 | |
| 0.0395978474 | 1 | |
| 0.03959112464 | 1 | |
| 0.03957869042 | 2 | |
| 0.03956424454 | 1 | |
| 0.03955484064 | 1 |
EXT_SOURCE_2
Real number (ℝ)
| Distinct | 119832 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 8.1736165 × 10-8 |
|---|---|
| Maximum | nan |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 8.1736165 × 10-8 |
|---|---|
| 5-th percentile | 8.1736165 × 10-8 |
| Q1 | 0.40157644 |
| median | 0.56242352 |
| Q3 | 0.65136591 |
| 95-th percentile | 0.85499967 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.24978947 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.56242352 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3102602865 | 1 | < 0.1% |
| 0.5733538074 | 1 | < 0.1% |
| 0.6181404683 | 1 | < 0.1% |
| 0.6664716179 | 1 | < 0.1% |
| 0.2130376129 | 1 | < 0.1% |
| 0.670976832 | 1 | < 0.1% |
| 0.2165263832 | 1 | < 0.1% |
| 0.5792006661 | 1 | < 0.1% |
| 0.6649971492 | 1 | < 0.1% |
| 0.2212559086 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 8.173616519 × 10-8 | 1 | |
| 1.315955581 × 10-6 | 1 | |
| 5.002108762 × 10-6 | 1 | |
| 5.600337749 × 10-6 | 1 | |
| 5.939650929 × 10-6 | 1 | |
| 9.936476188 × 10-6 | 1 | |
| 1.031078214 × 10-5 | 1 | |
| 1.14701697 × 10-5 | 1 | |
| 1.179395173 × 10-5 | 1 | |
| 1.27231438 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 0.0009867366843 | 1 | |
| 0.0009835729925 | 1 | |
| 0.0009692601333 | 1 | |
| 0.0009685616154 | 1 | |
| 0.0009664057381 | 1 | |
| 0.0009627180915 | 1 | |
| 0.0009605752086 | 1 | |
| 0.0009537791245 | 1 | |
| 0.0009467001003 | 1 | |
| 0.0009444483935 | 1 |
EXT_SOURCE_3
Real number (ℝ)
| Distinct | 815 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0.00052726524 |
|---|---|
| Maximum | nan |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0.00052726524 |
|---|---|
| 5-th percentile | 0.00052726524 |
| Q1 | 0.37740425 |
| median | 0.53168614 |
| Q3 | 0.64962031 |
| 95-th percentile | 0.89600955 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.27221606 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.53168614 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6940926425 | 1 | < 0.1% |
| 0.7463002131 | 1 | < 0.1% |
| 0.6706517531 | 1 | < 0.1% |
| 0.7136313997 | 1 | < 0.1% |
| 0.6894791426 | 1 | < 0.1% |
| 0.5814837058 | 1 | < 0.1% |
| 0.5954562029 | 1 | < 0.1% |
| 0.652896552 | 1 | < 0.1% |
| 0.5549467685 | 1 | < 0.1% |
| 0.6577838002 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0.0005272652387 | 886 | |
| 0.01134571943 | 1 | < 0.1% |
| 0.01271592386 | 1 | < 0.1% |
| 0.01394846558 | 1 | < 0.1% |
| 0.01414826552 | 1 | < 0.1% |
| 0.01455636493 | 1 | < 0.1% |
| 0.01607811715 | 1 | < 0.1% |
| 0.01654094816 | 1 | < 0.1% |
| 0.01677725136 | 2 | < 0.1% |
| 0.01701687198 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.07905969599 | 49 | |
| 0.07853614457 | 42 | |
| 0.07801576652 | 41 | |
| 0.07749854649 | 40 | |
| 0.07698446915 | 38 | |
| 0.07647351919 | 41 | |
| 0.07596568132 | 38 | |
| 0.07546094031 | 35 | |
| 0.0749592809 | 32 | |
| 0.0744606879 | 41 |
APARTMENTS_AVG
Real number (ℝ)
High correlation 
| Distinct | 2340 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 751 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0598 |
| median | 0.0856 |
| Q3 | 0.133 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0732 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0856 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0124 | 1 | < 0.1% |
| 0.1485 | 1 | < 0.1% |
| 0.1237 | 1 | < 0.1% |
| 0.0722 | 1 | < 0.1% |
| 0.0825 | 1 | < 0.1% |
| 0.0082 | 1 | < 0.1% |
| 0.0742 | 1 | < 0.1% |
| 0.0165 | 1 | < 0.1% |
| 0.1031 | 1 | < 0.1% |
| 0.0619 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 751 | |
| 0.001 | 197 | 0.1% |
| 0.0014 | 1 | < 0.1% |
| 0.0015 | 6 | < 0.1% |
| 0.0017 | 1 | < 0.1% |
| 0.0021 | 792 | |
| 0.0024 | 3 | < 0.1% |
| 0.0026 | 12 | < 0.1% |
| 0.0027 | 2 | < 0.1% |
| 0.0031 | 378 |
| Value | Count | Frequency (%) |
| 0.033 | 975 | |
| 0.0328 | 1 | < 0.1% |
| 0.0327 | 1 | < 0.1% |
| 0.0326 | 4 | < 0.1% |
| 0.0325 | 21 | < 0.1% |
| 0.0322 | 4 | < 0.1% |
| 0.032 | 285 | 0.1% |
| 0.0316 | 3 | < 0.1% |
| 0.0314 | 11 | < 0.1% |
| 0.0313 | 5 | < 0.1% |
BASEMENTAREA_AVG
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3781 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 14745 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0455 |
| median | 0.0755 |
| Q3 | 0.1055 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0755 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0545 | 1 | < 0.1% |
| 0.0818 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.0795 | 1 | < 0.1% |
| 0.0655 | 1 | < 0.1% |
| 0.0796 | 1 | < 0.1% |
| 0.0625 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.1091 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 14745 | |
| 0.0001 | 99 | < 0.1% |
| 0.0002 | 38 | < 0.1% |
| 0.0003 | 8 | < 0.1% |
| 0.0004 | 33 | < 0.1% |
| 0.0005 | 47 | < 0.1% |
| 0.0006 | 10 | < 0.1% |
| 0.0007 | 17 | < 0.1% |
| 0.0008 | 23 | < 0.1% |
| 0.0009 | 41 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 29 | |
| 0.0198 | 24 | |
| 0.0197 | 24 | |
| 0.0196 | 37 | |
| 0.0195 | 39 | |
| 0.0194 | 28 | |
| 0.0193 | 28 | |
| 0.0192 | 20 | |
| 0.0191 | 35 | |
| 0.019 | 16 |
YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)
High correlation 
| Distinct | 286 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 514 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9861 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0094 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.9816 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9871 | 1 | < 0.1% |
| 0.9856 | 1 | < 0.1% |
| 0.9861 | 1 | < 0.1% |
| 0.9801 | 1 | < 0.1% |
| 0.9866 | 1 | < 0.1% |
| 0.9851 | 1 | < 0.1% |
| 0.9806 | 1 | < 0.1% |
| 0.9811 | 1 | < 0.1% |
| 0.9831 | 1 | < 0.1% |
| 0.9816 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 514 | |
| 0.0179 | 1 | < 0.1% |
| 0.0447 | 1 | < 0.1% |
| 0.0969 | 1 | < 0.1% |
| 0.0974 | 1 | < 0.1% |
| 0.0979 | 1 | < 0.1% |
| 0.1942 | 2 | < 0.1% |
| 0.1987 | 3 | < 0.1% |
| 0.2156 | 1 | < 0.1% |
| 0.229 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9578 | 162 | |
| 0.9573 | 113 | |
| 0.9568 | 98 | |
| 0.9563 | 66 | |
| 0.9558 | 44 | < 0.1% |
| 0.9553 | 26 | < 0.1% |
| 0.9548 | 17 | < 0.1% |
| 0.9543 | 8 | < 0.1% |
| 0.9538 | 6 | < 0.1% |
| 0.9533 | 20 | < 0.1% |
YEARS_BUILD_AVG
Real number (ℝ)
High correlation 
| Distinct | 150 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 102 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.6872 |
| median | 0.7552 |
| Q3 | 0.8096 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1224 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.7552 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8232 | 1 | < 0.1% |
| 0.8164 | 1 | < 0.1% |
| 0.8028 | 1 | < 0.1% |
| 0.728 | 1 | < 0.1% |
| 0.7348 | 1 | < 0.1% |
| 0.8096 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.796 | 1 | < 0.1% |
| 0.7484 | 1 | < 0.1% |
| 0.7688 | 1 | < 0.1% |
| Other values (139) | 139 | < 0.1% |
| (Missing) | 307362 |
| Value | Count | Frequency (%) |
| 0 | 102 | |
| 0.0004 | 2 | < 0.1% |
| 0.0072 | 4 | < 0.1% |
| 0.014 | 3 | < 0.1% |
| 0.0208 | 1 | < 0.1% |
| 0.0276 | 1 | < 0.1% |
| 0.0344 | 3 | < 0.1% |
| 0.0412 | 4 | < 0.1% |
| 0.048 | 3 | < 0.1% |
| 0.0548 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| nan | 204488 | |
| 1 | 173 | 0.1% |
| 0.9932 | 478 | 0.2% |
| 0.9864 | 661 | 0.2% |
| 0.9796 | 786 | 0.3% |
| 0.9728 | 813 | 0.3% |
| 0.966 | 748 | 0.2% |
| 0.9592 | 822 | 0.3% |
| 0.9524 | 705 | 0.2% |
| 0.9456 | 607 | 0.2% |
COMMONAREA_AVG
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3182 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 8442 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0079 |
| median | 0.0204 |
| Q3 | 0.0451 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0372 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0204 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0077 | 1 | < 0.1% |
| 0.0085 | 1 | < 0.1% |
| 0.0086 | 1 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.0069 | 1 | < 0.1% |
| 0.0014 | 1 | < 0.1% |
| 0.0079 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 8442 | |
| 0.0001 | 45 | < 0.1% |
| 0.0002 | 67 | < 0.1% |
| 0.0003 | 84 | < 0.1% |
| 0.0004 | 62 | < 0.1% |
| 0.0005 | 82 | < 0.1% |
| 0.0006 | 170 | 0.1% |
| 0.0007 | 192 | 0.1% |
| 0.0008 | 146 | < 0.1% |
| 0.0009 | 180 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 109 | |
| 0.0198 | 78 | |
| 0.0197 | 100 | |
| 0.0196 | 116 | |
| 0.0195 | 91 | |
| 0.0194 | 115 | |
| 0.0193 | 124 | |
| 0.0192 | 126 | |
| 0.0191 | 113 | |
| 0.019 | 106 |
ELEVATORS_AVG
Real number (ℝ)
High correlation  Zeros 
| Distinct | 258 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 85718 |
| Zeros (%) | 27.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0932 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0932 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.32 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 85718 | |
| 0.002 | 1 | < 0.1% |
| 0.0024 | 1 | < 0.1% |
| 0.0048 | 3 | < 0.1% |
| 0.0064 | 5 | < 0.1% |
| 0.008 | 13 | < 0.1% |
| 0.0088 | 6 | < 0.1% |
| 0.01 | 25 | < 0.1% |
| 0.0112 | 13 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.332 | 1 | < 0.1% |
| 0.33 | 13 | < 0.1% |
| 0.32 | 2788 | |
| 0.312 | 2 | < 0.1% |
| 0.3108 | 2 | < 0.1% |
| 0.3064 | 5 | < 0.1% |
| 0.304 | 19 | < 0.1% |
| 0.3 | 107 | < 0.1% |
| 0.296 | 1 | < 0.1% |
| 0.2932 | 55 | < 0.1% |
ENTRANCES_AVG
Real number (ℝ)
High correlation 
| Distinct | 286 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 323 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.1724 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1034 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.1379 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 1 | < 0.1% |
| 0.069 | 1 | < 0.1% |
| 0.1034 | 1 | < 0.1% |
| 0.2069 | 1 | < 0.1% |
| 0.0345 | 1 | < 0.1% |
| 0.2759 | 1 | < 0.1% |
| 0.1724 | 1 | < 0.1% |
| 0.2414 | 1 | < 0.1% |
| 0.3103 | 1 | < 0.1% |
| 0.3448 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 323 | 0.1% |
| 0.0055 | 1 | < 0.1% |
| 0.0086 | 2 | < 0.1% |
| 0.0114 | 1 | < 0.1% |
| 0.0172 | 7 | < 0.1% |
| 0.0276 | 1 | < 0.1% |
| 0.0321 | 3 | < 0.1% |
| 0.0345 | 15380 | |
| 0.0355 | 1 | < 0.1% |
| 0.0369 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.1869 | 7 | < 0.1% |
| 0.1862 | 14 | < 0.1% |
| 0.1838 | 295 | 0.1% |
| 0.1821 | 3 | < 0.1% |
| 0.181 | 46 | < 0.1% |
| 0.1793 | 25 | < 0.1% |
| 0.1786 | 2 | < 0.1% |
| 0.1772 | 7 | < 0.1% |
| 0.1762 | 11 | < 0.1% |
| 0.1724 | 9185 |
FLOORSMAX_AVG
Real number (ℝ)
High correlation 
| Distinct | 404 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 2938 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.1667 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 1 | < 0.1% |
| 0.3333 | 1 | < 0.1% |
| 0.0417 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0.125 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.4583 | 1 | < 0.1% |
| 0.5417 | 1 | < 0.1% |
| 0.625 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 2938 | |
| 0.0067 | 1 | < 0.1% |
| 0.0083 | 3 | < 0.1% |
| 0.01 | 4 | < 0.1% |
| 0.0104 | 5 | < 0.1% |
| 0.0117 | 1 | < 0.1% |
| 0.0138 | 20 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.0154 | 1 | < 0.1% |
| 0.0167 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.3054 | 84 | < 0.1% |
| 0.3033 | 4 | < 0.1% |
| 0.3029 | 6 | < 0.1% |
| 0.3021 | 39 | < 0.1% |
| 0.3012 | 2 | < 0.1% |
| 0.3 | 56 | < 0.1% |
| 0.2983 | 5 | < 0.1% |
| 0.2967 | 2 | < 0.1% |
| 0.2917 | 664 | |
| 0.2883 | 1 | < 0.1% |
FLOORSMIN_AVG
Real number (ℝ)
High correlation 
| Distinct | 306 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 2320 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.125 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.2083 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 1 | < 0.1% |
| 0.0417 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0.4167 | 1 | < 0.1% |
| 0.1667 | 1 | < 0.1% |
| 0.125 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6667 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 2320 | 0.8% |
| 0.0067 | 3 | < 0.1% |
| 0.0104 | 3 | < 0.1% |
| 0.0138 | 1 | < 0.1% |
| 0.0158 | 4 | < 0.1% |
| 0.0208 | 48 | < 0.1% |
| 0.025 | 4 | < 0.1% |
| 0.0275 | 8 | < 0.1% |
| 0.0312 | 12 | < 0.1% |
| 0.0417 | 17776 |
| Value | Count | Frequency (%) |
| 0.4442 | 25 | < 0.1% |
| 0.4417 | 4 | < 0.1% |
| 0.4375 | 174 | |
| 0.4342 | 2 | < 0.1% |
| 0.4333 | 6 | < 0.1% |
| 0.4304 | 9 | < 0.1% |
| 0.4296 | 2 | < 0.1% |
| 0.4283 | 4 | < 0.1% |
| 0.4271 | 20 | < 0.1% |
| 0.425 | 10 | < 0.1% |
LANDAREA_AVG
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3528 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 15600 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0195 |
| median | 0.0473 |
| Q3 | 0.0788 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0593 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0473 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0331 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0316 | 1 | < 0.1% |
| 0.0139 | 1 | < 0.1% |
| 0.0394 | 1 | < 0.1% |
| 0.0174 | 1 | < 0.1% |
| 0.0789 | 1 | < 0.1% |
| 0.0189 | 1 | < 0.1% |
| 0.0631 | 1 | < 0.1% |
| 0.0458 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 15600 | |
| 0.0001 | 13 | < 0.1% |
| 0.0002 | 13 | < 0.1% |
| 0.0003 | 9 | < 0.1% |
| 0.0004 | 11 | < 0.1% |
| 0.0005 | 8 | < 0.1% |
| 0.0006 | 18 | < 0.1% |
| 0.0007 | 14 | < 0.1% |
| 0.0008 | 20 | < 0.1% |
| 0.0009 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 134 | |
| 0.0198 | 139 | |
| 0.0197 | 145 | |
| 0.0196 | 136 | |
| 0.0195 | 144 | |
| 0.0194 | 116 | |
| 0.0193 | 138 | |
| 0.0192 | 118 | |
| 0.0191 | 119 | |
| 0.019 | 118 |
LIVINGAPARTMENTS_AVG
Real number (ℝ)
High correlation 
| Distinct | 1869 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 418 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0504 |
| median | 0.0748 |
| Q3 | 0.1143 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0639 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0748 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0588 | 1 | < 0.1% |
| 0.121 | 1 | < 0.1% |
| 0.0672 | 1 | < 0.1% |
| 0.1009 | 1 | < 0.1% |
| 0.0504 | 1 | < 0.1% |
| 0.0841 | 1 | < 0.1% |
| 0.0067 | 1 | < 0.1% |
| 0.0605 | 1 | < 0.1% |
| 0.0756 | 1 | < 0.1% |
| 0.0908 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 418 | |
| 0.0008 | 117 | < 0.1% |
| 0.0013 | 1 | < 0.1% |
| 0.0017 | 250 | |
| 0.0021 | 2 | < 0.1% |
| 0.0022 | 2 | < 0.1% |
| 0.0025 | 127 | < 0.1% |
| 0.0029 | 6 | < 0.1% |
| 0.0031 | 2 | < 0.1% |
| 0.0034 | 365 |
| Value | Count | Frequency (%) |
| 0.038 | 3 | < 0.1% |
| 0.0378 | 346 | |
| 0.0377 | 1 | < 0.1% |
| 0.0376 | 7 | < 0.1% |
| 0.0375 | 4 | < 0.1% |
| 0.0374 | 6 | < 0.1% |
| 0.0373 | 5 | < 0.1% |
| 0.037 | 229 | |
| 0.0368 | 5 | < 0.1% |
| 0.0367 | 1 | < 0.1% |
LIVINGAREA_AVG
Real number (ℝ)
High correlation 
| Distinct | 5200 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 284 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0469 |
| median | 0.0732 |
| Q3 | 0.1164 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0695 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0732 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0628 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0705 | 1 | < 0.1% |
| 0.0506 | 1 | < 0.1% |
| 0.0504 | 1 | < 0.1% |
| 0.0704 | 1 | < 0.1% |
| 0.0626 | 1 | < 0.1% |
| 0.0632 | 1 | < 0.1% |
| 0.0517 | 1 | < 0.1% |
| 0.0508 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 284 | |
| 0.0001 | 4 | < 0.1% |
| 0.0002 | 8 | < 0.1% |
| 0.0003 | 10 | < 0.1% |
| 0.0004 | 14 | < 0.1% |
| 0.0005 | 17 | < 0.1% |
| 0.0006 | 27 | < 0.1% |
| 0.0007 | 22 | < 0.1% |
| 0.0008 | 39 | < 0.1% |
| 0.0009 | 39 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 76 | |
| 0.0198 | 59 | |
| 0.0197 | 49 | |
| 0.0196 | 66 | |
| 0.0195 | 64 | |
| 0.0194 | 67 | |
| 0.0193 | 83 | |
| 0.0192 | 93 | |
| 0.0191 | 79 | |
| 0.019 | 93 |
NONLIVINGAPARTMENTS_AVG
Real number (ℝ)
High correlation  Zeros 
| Distinct | 387 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 54549 |
| Zeros (%) | 17.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0077 | 1 | < 0.1% |
| 0.0039 | 1 | < 0.1% |
| 0.0116 | 1 | < 0.1% |
| 0.0154 | 1 | < 0.1% |
| 0.0193 | 1 | < 0.1% |
| 0.0019 | 1 | < 0.1% |
| 0.027 | 1 | < 0.1% |
| 0.0232 | 1 | < 0.1% |
| 0.0347 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 54549 | |
| 0.0002 | 1 | < 0.1% |
| 0.0003 | 5 | < 0.1% |
| 0.0004 | 25 | < 0.1% |
| 0.0005 | 6 | < 0.1% |
| 0.0006 | 41 | < 0.1% |
| 0.0007 | 1 | < 0.1% |
| 0.0008 | 62 | < 0.1% |
| 0.0009 | 2 | < 0.1% |
| 0.001 | 150 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0965 | 35 | |
| 0.0946 | 1 | < 0.1% |
| 0.0927 | 63 | |
| 0.0914 | 2 | < 0.1% |
| 0.0888 | 38 | |
| 0.0869 | 5 | < 0.1% |
| 0.0862 | 1 | < 0.1% |
| 0.0849 | 48 | |
| 0.084 | 3 | < 0.1% |
| 0.0824 | 1 | < 0.1% |
NONLIVINGAREA_AVG
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3291 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 58735 |
| Zeros (%) | 19.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0033 |
| Q3 | 0.0214 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0214 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0033 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0011 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0052 | 1 | < 0.1% |
| 0.0035 | 1 | < 0.1% |
| 0.0031 | 1 | < 0.1% |
| 0.0037 | 1 | < 0.1% |
| 0.001 | 1 | < 0.1% |
| 0.0022 | 1 | < 0.1% |
| 0.0029 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 58735 | |
| 0.0001 | 163 | 0.1% |
| 0.0002 | 107 | < 0.1% |
| 0.0003 | 95 | < 0.1% |
| 0.0004 | 162 | 0.1% |
| 0.0005 | 205 | 0.1% |
| 0.0006 | 260 | 0.1% |
| 0.0007 | 212 | 0.1% |
| 0.0008 | 212 | 0.1% |
| 0.0009 | 311 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 102 | |
| 0.0198 | 114 | |
| 0.0197 | 104 | |
| 0.0196 | 114 | |
| 0.0195 | 93 | |
| 0.0194 | 87 | |
| 0.0193 | 95 | |
| 0.0192 | 71 | |
| 0.0191 | 127 | |
| 0.019 | 81 |
APARTMENTS_MODE
Real number (ℝ)
High correlation 
| Distinct | 761 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 976 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0567 |
| median | 0.084 |
| Q3 | 0.1261 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0694 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.084 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.063 | 1 | < 0.1% |
| 0.0945 | 1 | < 0.1% |
| 0.084 | 1 | < 0.1% |
| 0.0084 | 1 | < 0.1% |
| 0.0735 | 1 | < 0.1% |
| 0.105 | 1 | < 0.1% |
| 0.0168 | 1 | < 0.1% |
| 0.1513 | 1 | < 0.1% |
| 0.0126 | 1 | < 0.1% |
| 0.1261 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 976 | 0.3% |
| 0.0011 | 285 | 0.1% |
| 0.0021 | 1006 | 0.3% |
| 0.0032 | 431 | 0.1% |
| 0.0042 | 1069 | 0.3% |
| 0.0053 | 330 | 0.1% |
| 0.0063 | 459 | 0.1% |
| 0.0074 | 273 | 0.1% |
| 0.0084 | 3970 | |
| 0.0095 | 330 | 0.1% |
| Value | Count | Frequency (%) |
| 0.209 | 179 | |
| 0.208 | 175 | |
| 0.2069 | 144 | |
| 0.2059 | 139 | |
| 0.2048 | 122 | < 0.1% |
| 0.2038 | 73 | < 0.1% |
| 0.2027 | 78 | < 0.1% |
| 0.2017 | 323 | |
| 0.2006 | 190 | |
| 0.1996 | 216 |
BASEMENTAREA_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3842 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 16598 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0422 |
| median | 0.0736 |
| Q3 | 0.105 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0628 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0736 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.066 | 1 | < 0.1% |
| 0.1132 | 1 | < 0.1% |
| 0.0566 | 1 | < 0.1% |
| 0.0828 | 1 | < 0.1% |
| 0.0642 | 1 | < 0.1% |
| 0.0858 | 1 | < 0.1% |
| 0.0849 | 1 | < 0.1% |
| 0.0826 | 1 | < 0.1% |
| 0.0823 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 16598 | |
| 0.0001 | 105 | < 0.1% |
| 0.0002 | 41 | < 0.1% |
| 0.0003 | 10 | < 0.1% |
| 0.0004 | 33 | < 0.1% |
| 0.0005 | 28 | < 0.1% |
| 0.0006 | 41 | < 0.1% |
| 0.0007 | 9 | < 0.1% |
| 0.0008 | 26 | < 0.1% |
| 0.0009 | 42 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 27 | |
| 0.0198 | 39 | |
| 0.0197 | 17 | |
| 0.0196 | 21 | |
| 0.0195 | 32 | |
| 0.0194 | 21 | |
| 0.0193 | 30 | |
| 0.0192 | 38 | |
| 0.0191 | 22 | |
| 0.019 | 24 |
YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)
High correlation 
| Distinct | 222 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 142 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9861 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0094 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.9816 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9871 | 1 | < 0.1% |
| 0.9866 | 1 | < 0.1% |
| 0.9861 | 1 | < 0.1% |
| 0.9801 | 1 | < 0.1% |
| 0.9806 | 1 | < 0.1% |
| 0.9856 | 1 | < 0.1% |
| 0.9851 | 1 | < 0.1% |
| 0.9816 | 1 | < 0.1% |
| 0.9796 | 1 | < 0.1% |
| 0.9791 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 142 | < 0.1% |
| 0.0005 | 525 | |
| 0.0184 | 1 | < 0.1% |
| 0.0452 | 1 | < 0.1% |
| 0.0973 | 1 | < 0.1% |
| 0.0978 | 1 | < 0.1% |
| 0.0983 | 1 | < 0.1% |
| 0.4359 | 1 | < 0.1% |
| 0.4518 | 1 | < 0.1% |
| 0.5318 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9896 | 2361 | |
| 0.9891 | 2385 | |
| 0.9886 | 2790 | |
| 0.9881 | 3319 | |
| 0.9876 | 3892 | |
| 0.9871 | 4291 | |
| 0.9866 | 4173 | |
| 0.9861 | 4167 | |
| 0.9856 | 4075 | |
| 0.9851 | 4016 |
YEARS_BUILD_MODE
Real number (ℝ)
High correlation 
| Distinct | 155 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 103 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.6994 |
| median | 0.7583 |
| Q3 | 0.8171 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1177 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.7583 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8301 | 1 | < 0.1% |
| 0.8236 | 1 | < 0.1% |
| 0.7387 | 1 | < 0.1% |
| 0.8171 | 1 | < 0.1% |
| 0.8105 | 1 | < 0.1% |
| 0.7452 | 1 | < 0.1% |
| 0.8367 | 1 | < 0.1% |
| 0.804 | 1 | < 0.1% |
| 0.7583 | 1 | < 0.1% |
| 0.7779 | 1 | < 0.1% |
| Other values (144) | 144 | < 0.1% |
| (Missing) | 307357 |
| Value | Count | Frequency (%) |
| 0 | 103 | |
| 0.0003 | 3 | < 0.1% |
| 0.0134 | 2 | < 0.1% |
| 0.0199 | 2 | < 0.1% |
| 0.0265 | 2 | < 0.1% |
| 0.033 | 1 | < 0.1% |
| 0.0395 | 2 | < 0.1% |
| 0.0461 | 3 | < 0.1% |
| 0.0526 | 4 | < 0.1% |
| 0.0591 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| nan | 204488 | |
| 1 | 183 | 0.1% |
| 0.9935 | 487 | 0.2% |
| 0.9869 | 653 | 0.2% |
| 0.9804 | 791 | 0.3% |
| 0.9739 | 779 | 0.3% |
| 0.9673 | 746 | 0.2% |
| 0.9608 | 859 | 0.3% |
| 0.9543 | 716 | 0.2% |
| 0.9477 | 619 | 0.2% |
COMMONAREA_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3129 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 9690 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0075 |
| median | 0.0186 |
| Q3 | 0.043 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0355 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0186 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0088 | 1 | < 0.1% |
| 0.0121 | 1 | < 0.1% |
| 0.0086 | 1 | < 0.1% |
| 0.0071 | 1 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.0014 | 1 | < 0.1% |
| 0.0079 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 9690 | |
| 0.0001 | 60 | < 0.1% |
| 0.0002 | 52 | < 0.1% |
| 0.0003 | 68 | < 0.1% |
| 0.0004 | 63 | < 0.1% |
| 0.0005 | 70 | < 0.1% |
| 0.0006 | 161 | 0.1% |
| 0.0007 | 176 | 0.1% |
| 0.0008 | 179 | 0.1% |
| 0.0009 | 193 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 108 | |
| 0.0198 | 93 | |
| 0.0197 | 88 | |
| 0.0196 | 112 | |
| 0.0195 | 112 | |
| 0.0194 | 127 | |
| 0.0193 | 111 | |
| 0.0192 | 105 | |
| 0.0191 | 114 | |
| 0.019 | 128 |
ELEVATORS_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 89498 |
| Zeros (%) | 29.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0806 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0806 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0806 | 1 | < 0.1% |
| 0.1611 | 1 | < 0.1% |
| 0.2417 | 1 | < 0.1% |
| 0.1208 | 1 | < 0.1% |
| 0.0403 | 1 | < 0.1% |
| 0.2014 | 1 | < 0.1% |
| 0.3222 | 1 | < 0.1% |
| 0.282 | 1 | < 0.1% |
| 0.4028 | 1 | < 0.1% |
| Other values (16) | 16 | < 0.1% |
| (Missing) | 307485 |
| Value | Count | Frequency (%) |
| 0 | 89498 | |
| 0.0403 | 4876 | 1.6% |
| 0.0806 | 11629 | 3.8% |
| 0.1208 | 5734 | 1.9% |
| 0.1611 | 9675 | 3.1% |
| 0.2014 | 3962 | 1.3% |
| 0.2417 | 6379 | 2.1% |
| 0.282 | 2135 | 0.7% |
| 0.3222 | 2887 | 0.9% |
| 0.3625 | 1308 | 0.4% |
| Value | Count | Frequency (%) |
| nan | 163891 | |
| 1 | 144 | < 0.1% |
| 0.9667 | 87 | < 0.1% |
| 0.9264 | 20 | < 0.1% |
| 0.8862 | 66 | < 0.1% |
| 0.8459 | 34 | < 0.1% |
| 0.8056 | 137 | < 0.1% |
| 0.7653 | 38 | < 0.1% |
| 0.725 | 219 | 0.1% |
| 0.6848 | 99 | < 0.1% |
ENTRANCES_MODE
Real number (ℝ)
High correlation 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 387 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.1724 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1034 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.1379 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 1 | < 0.1% |
| 0.069 | 1 | < 0.1% |
| 0.1034 | 1 | < 0.1% |
| 0.2069 | 1 | < 0.1% |
| 0.0345 | 1 | < 0.1% |
| 0.1724 | 1 | < 0.1% |
| 0.2759 | 1 | < 0.1% |
| 0.2414 | 1 | < 0.1% |
| 0.3448 | 1 | < 0.1% |
| 0.3103 | 1 | < 0.1% |
| Other values (20) | 20 | < 0.1% |
| (Missing) | 307481 |
| Value | Count | Frequency (%) |
| 0 | 387 | 0.1% |
| 0.0345 | 19428 | |
| 0.069 | 26704 | |
| 0.1034 | 20533 | |
| 0.1379 | 36041 | |
| 0.1724 | 8986 | 2.9% |
| 0.2069 | 19678 | |
| 0.2414 | 4013 | 1.3% |
| 0.2759 | 8036 | 2.6% |
| 0.3103 | 2014 | 0.7% |
| Value | Count | Frequency (%) |
| nan | 154828 | |
| 1 | 152 | < 0.1% |
| 0.9655 | 25 | < 0.1% |
| 0.931 | 21 | < 0.1% |
| 0.8966 | 52 | < 0.1% |
| 0.8621 | 14 | < 0.1% |
| 0.8276 | 42 | < 0.1% |
| 0.7931 | 39 | < 0.1% |
| 0.7586 | 48 | < 0.1% |
| 0.7241 | 44 | < 0.1% |
FLOORSMAX_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 3415 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.1667 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 1 | < 0.1% |
| 0.3333 | 1 | < 0.1% |
| 0.0417 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.125 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.4583 | 1 | < 0.1% |
| 0.625 | 1 | < 0.1% |
| 0.5417 | 1 | < 0.1% |
| Other values (15) | 15 | < 0.1% |
| (Missing) | 307486 |
| Value | Count | Frequency (%) |
| 0 | 3415 | 1.1% |
| 0.0417 | 15616 | 5.1% |
| 0.0833 | 6785 | 2.2% |
| 0.125 | 7267 | 2.4% |
| 0.1667 | 65550 | |
| 0.2083 | 1505 | 0.5% |
| 0.25 | 572 | 0.2% |
| 0.2917 | 511 | 0.2% |
| 0.3333 | 34373 | |
| 0.375 | 8321 | 2.7% |
| Value | Count | Frequency (%) |
| nan | 153020 | |
| 1 | 164 | 0.1% |
| 0.9583 | 94 | < 0.1% |
| 0.9167 | 38 | < 0.1% |
| 0.875 | 229 | 0.1% |
| 0.8333 | 22 | < 0.1% |
| 0.7917 | 58 | < 0.1% |
| 0.75 | 124 | < 0.1% |
| 0.7083 | 199 | 0.1% |
| 0.6667 | 1710 | 0.6% |
FLOORSMIN_MODE
Real number (ℝ)
High correlation 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 2517 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.2083 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.0417 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0.4167 | 1 | < 0.1% |
| 0.1667 | 1 | < 0.1% |
| 0.125 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6667 | 1 | < 0.1% |
| Other values (15) | 15 | < 0.1% |
| (Missing) | 307486 |
| Value | Count | Frequency (%) |
| 0 | 2517 | 0.8% |
| 0.0417 | 18917 | |
| 0.0833 | 5349 | 1.7% |
| 0.125 | 3170 | 1.0% |
| 0.1667 | 3636 | 1.2% |
| 0.2083 | 34403 | |
| 0.25 | 772 | 0.3% |
| 0.2917 | 359 | 0.1% |
| 0.3333 | 320 | 0.1% |
| 0.375 | 19042 |
| Value | Count | Frequency (%) |
| nan | 208642 | |
| 1 | 141 | < 0.1% |
| 0.9583 | 17 | < 0.1% |
| 0.9167 | 131 | < 0.1% |
| 0.875 | 9 | < 0.1% |
| 0.8333 | 22 | < 0.1% |
| 0.7917 | 61 | < 0.1% |
| 0.75 | 99 | < 0.1% |
| 0.7083 | 1143 | 0.4% |
| 0.6667 | 1264 | 0.4% |
LANDAREA_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3564 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 17453 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0175 |
| median | 0.0451 |
| Q3 | 0.077 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0595 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0451 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0242 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0144 | 1 | < 0.1% |
| 0.0179 | 1 | < 0.1% |
| 0.0565 | 1 | < 0.1% |
| 0.0141 | 1 | < 0.1% |
| 0.0645 | 1 | < 0.1% |
| 0.0484 | 1 | < 0.1% |
| 0.0258 | 1 | < 0.1% |
| 0.0807 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 17453 | |
| 0.0001 | 24 | < 0.1% |
| 0.0002 | 14 | < 0.1% |
| 0.0003 | 6 | < 0.1% |
| 0.0004 | 14 | < 0.1% |
| 0.0005 | 15 | < 0.1% |
| 0.0006 | 17 | < 0.1% |
| 0.0007 | 14 | < 0.1% |
| 0.0008 | 17 | < 0.1% |
| 0.0009 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 130 | |
| 0.0198 | 132 | |
| 0.0197 | 131 | |
| 0.0196 | 107 | |
| 0.0195 | 121 | |
| 0.0194 | 208 | |
| 0.0193 | 116 | |
| 0.0192 | 140 | |
| 0.0191 | 120 | |
| 0.019 | 118 |
LIVINGAPARTMENTS_MODE
Real number (ℝ)
High correlation 
| Distinct | 737 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 519 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0551 |
| median | 0.0735 |
| Q3 | 0.1175 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0624 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0735 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0735 | 1 | < 0.1% |
| 0.0826 | 1 | < 0.1% |
| 0.0551 | 1 | < 0.1% |
| 0.0661 | 1 | < 0.1% |
| 0.1322 | 1 | < 0.1% |
| 0.0643 | 1 | < 0.1% |
| 0.0918 | 1 | < 0.1% |
| 0.0588 | 1 | < 0.1% |
| 0.1102 | 1 | < 0.1% |
| 0.0073 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 519 | 0.2% |
| 0.0009 | 156 | 0.1% |
| 0.0018 | 295 | 0.1% |
| 0.0028 | 146 | < 0.1% |
| 0.0037 | 413 | 0.1% |
| 0.0046 | 141 | < 0.1% |
| 0.0055 | 212 | 0.1% |
| 0.0064 | 142 | < 0.1% |
| 0.0073 | 1883 | |
| 0.0083 | 132 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.1827 | 107 | |
| 0.1818 | 118 | |
| 0.1809 | 70 | < 0.1% |
| 0.18 | 98 | |
| 0.1791 | 67 | < 0.1% |
| 0.1781 | 58 | < 0.1% |
| 0.1772 | 45 | < 0.1% |
| 0.1763 | 230 | |
| 0.1754 | 201 | |
| 0.1745 | 151 |
LIVINGAREA_MODE
Real number (ℝ)
High correlation 
| Distinct | 5302 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 444 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0442 |
| median | 0.0724 |
| Q3 | 0.1156 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0714 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0724 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0525 | 1 | < 0.1% |
| 0.0736 | 1 | < 0.1% |
| 0.0534 | 1 | < 0.1% |
| 0.0561 | 1 | < 0.1% |
| 0.0532 | 1 | < 0.1% |
| 0.0085 | 1 | < 0.1% |
| 0.0662 | 1 | < 0.1% |
| 0.0537 | 1 | < 0.1% |
| 0.0661 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 444 | |
| 0.0001 | 7 | < 0.1% |
| 0.0002 | 7 | < 0.1% |
| 0.0003 | 16 | < 0.1% |
| 0.0004 | 24 | < 0.1% |
| 0.0005 | 20 | < 0.1% |
| 0.0006 | 25 | < 0.1% |
| 0.0007 | 37 | < 0.1% |
| 0.0008 | 42 | < 0.1% |
| 0.0009 | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 81 | |
| 0.0198 | 87 | |
| 0.0197 | 94 | |
| 0.0196 | 86 | |
| 0.0195 | 76 | |
| 0.0194 | 73 | |
| 0.0193 | 94 | |
| 0.0192 | 102 | |
| 0.0191 | 80 | |
| 0.019 | 89 |
NONLIVINGAPARTMENTS_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 168 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 59255 |
| Zeros (%) | 19.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0039 | 1 | < 0.1% |
| 0.0078 | 1 | < 0.1% |
| 0.0117 | 1 | < 0.1% |
| 0.0156 | 1 | < 0.1% |
| 0.0195 | 1 | < 0.1% |
| 0.0233 | 1 | < 0.1% |
| 0.0272 | 1 | < 0.1% |
| 0.0311 | 1 | < 0.1% |
| 0.035 | 1 | < 0.1% |
| Other values (157) | 157 | 0.1% |
| (Missing) | 307344 |
| Value | Count | Frequency (%) |
| 0 | 59255 | |
| 0.0039 | 14105 | 4.6% |
| 0.0078 | 6413 | 2.1% |
| 0.0117 | 3675 | 1.2% |
| 0.0156 | 2492 | 0.8% |
| 0.0195 | 1653 | 0.5% |
| 0.0233 | 1177 | 0.4% |
| 0.0272 | 840 | 0.3% |
| 0.0311 | 711 | 0.2% |
| 0.035 | 527 | 0.2% |
| Value | Count | Frequency (%) |
| nan | 213514 | |
| 1 | 100 | < 0.1% |
| 0.9961 | 1 | < 0.1% |
| 0.9805 | 3 | < 0.1% |
| 0.965 | 2 | < 0.1% |
| 0.9533 | 2 | < 0.1% |
| 0.9416 | 3 | < 0.1% |
| 0.9339 | 7 | < 0.1% |
| 0.9183 | 2 | < 0.1% |
| 0.8949 | 1 | < 0.1% |
NONLIVINGAREA_MODE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3328 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 67126 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0007 |
| Q3 | 0.0171 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0171 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0007 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0011 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0038 | 1 | < 0.1% |
| 0.0045 | 1 | < 0.1% |
| 0.0037 | 1 | < 0.1% |
| 0.0056 | 1 | < 0.1% |
| 0.0055 | 1 | < 0.1% |
| 0.0032 | 1 | < 0.1% |
| 0.0046 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 67126 | |
| 0.0001 | 123 | < 0.1% |
| 0.0002 | 125 | < 0.1% |
| 0.0003 | 61 | < 0.1% |
| 0.0004 | 90 | < 0.1% |
| 0.0005 | 170 | 0.1% |
| 0.0006 | 187 | 0.1% |
| 0.0007 | 155 | 0.1% |
| 0.0008 | 189 | 0.1% |
| 0.0009 | 182 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 55 | |
| 0.0198 | 79 | |
| 0.0197 | 65 | |
| 0.0196 | 86 | |
| 0.0195 | 69 | |
| 0.0194 | 89 | |
| 0.0193 | 80 | |
| 0.0192 | 96 | |
| 0.0191 | 63 | |
| 0.019 | 89 |
APARTMENTS_MEDI
Real number (ℝ)
High correlation 
| Distinct | 1149 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 771 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0604 |
| median | 0.0843 |
| Q3 | 0.1338 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0734 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0843 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0937 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0.0625 | 1 | < 0.1% |
| 0.0729 | 1 | < 0.1% |
| 0.0083 | 1 | < 0.1% |
| 0.1499 | 1 | < 0.1% |
| 0.1041 | 1 | < 0.1% |
| 0.0167 | 1 | < 0.1% |
| 0.1249 | 1 | < 0.1% |
| 0.0125 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 771 | |
| 0.001 | 199 | 0.1% |
| 0.0016 | 6 | < 0.1% |
| 0.0021 | 808 | |
| 0.0026 | 13 | < 0.1% |
| 0.0031 | 388 | |
| 0.0036 | 12 | < 0.1% |
| 0.0042 | 967 | |
| 0.0047 | 10 | < 0.1% |
| 0.0052 | 293 | 0.1% |
| Value | Count | Frequency (%) |
| 0.1041 | 3097 | |
| 0.1036 | 37 | < 0.1% |
| 0.1031 | 706 | 0.2% |
| 0.1025 | 23 | < 0.1% |
| 0.102 | 692 | 0.2% |
| 0.1015 | 24 | < 0.1% |
| 0.101 | 445 | 0.1% |
| 0.1004 | 45 | < 0.1% |
| 0.0999 | 933 | 0.3% |
| 0.0994 | 31 | < 0.1% |
BASEMENTAREA_MEDI
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3773 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 14991 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0453 |
| median | 0.0749 |
| Q3 | 0.105 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0597 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0749 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0545 | 1 | < 0.1% |
| 0.0818 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.0795 | 1 | < 0.1% |
| 0.0655 | 1 | < 0.1% |
| 0.0782 | 1 | < 0.1% |
| 0.0796 | 1 | < 0.1% |
| 0.0625 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 14991 | |
| 0.0001 | 106 | < 0.1% |
| 0.0002 | 39 | < 0.1% |
| 0.0003 | 8 | < 0.1% |
| 0.0004 | 31 | < 0.1% |
| 0.0005 | 48 | < 0.1% |
| 0.0006 | 14 | < 0.1% |
| 0.0007 | 15 | < 0.1% |
| 0.0008 | 21 | < 0.1% |
| 0.0009 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 31 | |
| 0.0198 | 24 | |
| 0.0197 | 23 | |
| 0.0196 | 37 | |
| 0.0195 | 38 | |
| 0.0194 | 28 | |
| 0.0193 | 32 | |
| 0.0192 | 21 | |
| 0.0191 | 33 | |
| 0.019 | 17 |
YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)
High correlation 
| Distinct | 246 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 548 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9861 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0094 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.9816 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9871 | 1 | < 0.1% |
| 0.9861 | 1 | < 0.1% |
| 0.9856 | 1 | < 0.1% |
| 0.9866 | 1 | < 0.1% |
| 0.9801 | 1 | < 0.1% |
| 0.9806 | 1 | < 0.1% |
| 0.9851 | 1 | < 0.1% |
| 0.9796 | 1 | < 0.1% |
| 0.9876 | 1 | < 0.1% |
| 0.9831 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 548 | |
| 0.0179 | 1 | < 0.1% |
| 0.0447 | 1 | < 0.1% |
| 0.0969 | 1 | < 0.1% |
| 0.0974 | 1 | < 0.1% |
| 0.0979 | 1 | < 0.1% |
| 0.4759 | 3 | < 0.1% |
| 0.4774 | 1 | < 0.1% |
| 0.4779 | 2 | < 0.1% |
| 0.4784 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9776 | 3478 | |
| 0.9771 | 3464 | |
| 0.9767 | 3189 | |
| 0.9762 | 3044 | |
| 0.9757 | 2814 | |
| 0.9752 | 2724 | |
| 0.9747 | 2774 | |
| 0.9742 | 2920 | |
| 0.9737 | 2751 | |
| 0.9732 | 2486 |
YEARS_BUILD_MEDI
Real number (ℝ)
High correlation 
| Distinct | 152 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 101 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.6914 |
| median | 0.7585 |
| Q3 | 0.8121 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1207 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.7585 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8256 | 1 | < 0.1% |
| 0.8189 | 1 | < 0.1% |
| 0.8054 | 1 | < 0.1% |
| 0.7316 | 1 | < 0.1% |
| 0.8121 | 1 | < 0.1% |
| 0.8323 | 1 | < 0.1% |
| 0.7383 | 1 | < 0.1% |
| 0.7987 | 1 | < 0.1% |
| 0.7518 | 1 | < 0.1% |
| 0.7719 | 1 | < 0.1% |
| Other values (141) | 141 | < 0.1% |
| (Missing) | 307360 |
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 0.0003 | 2 | < 0.1% |
| 0.0071 | 1 | < 0.1% |
| 0.0138 | 2 | < 0.1% |
| 0.0205 | 3 | < 0.1% |
| 0.0272 | 3 | < 0.1% |
| 0.0339 | 1 | < 0.1% |
| 0.0406 | 1 | < 0.1% |
| 0.0473 | 3 | < 0.1% |
| 0.054 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| nan | 204488 | |
| 1 | 182 | 0.1% |
| 0.9933 | 494 | 0.2% |
| 0.9866 | 665 | 0.2% |
| 0.9799 | 802 | 0.3% |
| 0.9732 | 819 | 0.3% |
| 0.9665 | 755 | 0.2% |
| 0.9597 | 841 | 0.3% |
| 0.953 | 717 | 0.2% |
| 0.9463 | 637 | 0.2% |
COMMONAREA_MEDI
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3203 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 8691 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0079 |
| median | 0.0201 |
| Q3 | 0.0451 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0372 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0201 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0088 | 1 | < 0.1% |
| 0.0077 | 1 | < 0.1% |
| 0.0121 | 1 | < 0.1% |
| 0.0086 | 1 | < 0.1% |
| 0.0071 | 1 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.0014 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 8691 | |
| 0.0001 | 57 | < 0.1% |
| 0.0002 | 49 | < 0.1% |
| 0.0003 | 73 | < 0.1% |
| 0.0004 | 63 | < 0.1% |
| 0.0005 | 76 | < 0.1% |
| 0.0006 | 154 | 0.1% |
| 0.0007 | 180 | 0.1% |
| 0.0008 | 152 | < 0.1% |
| 0.0009 | 182 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 101 | |
| 0.0198 | 106 | |
| 0.0197 | 86 | |
| 0.0196 | 102 | |
| 0.0195 | 118 | |
| 0.0194 | 124 | |
| 0.0193 | 123 | |
| 0.0192 | 105 | |
| 0.0191 | 114 | |
| 0.019 | 119 |
ELEVATORS_MEDI
Real number (ℝ)
High correlation  Zeros 
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 87026 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.08 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.32 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| Other values (36) | 36 | < 0.1% |
| (Missing) | 307465 |
| Value | Count | Frequency (%) |
| 0 | 87026 | |
| 0.02 | 368 | 0.1% |
| 0.04 | 4852 | 1.6% |
| 0.06 | 388 | 0.1% |
| 0.08 | 10832 | 3.5% |
| 0.1 | 543 | 0.2% |
| 0.12 | 5946 | 1.9% |
| 0.14 | 388 | 0.1% |
| 0.16 | 9278 | 3.0% |
| 0.18 | 280 | 0.1% |
| Value | Count | Frequency (%) |
| nan | 163891 | |
| 1 | 158 | 0.1% |
| 0.96 | 81 | < 0.1% |
| 0.92 | 20 | < 0.1% |
| 0.9 | 6 | < 0.1% |
| 0.88 | 68 | < 0.1% |
| 0.84 | 32 | < 0.1% |
| 0.8 | 140 | < 0.1% |
| 0.78 | 10 | < 0.1% |
| 0.76 | 45 | < 0.1% |
ENTRANCES_MEDI
Real number (ℝ)
High correlation 
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 329 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.1724 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1034 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.1379 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 1 | < 0.1% |
| 0.069 | 1 | < 0.1% |
| 0.1034 | 1 | < 0.1% |
| 0.2069 | 1 | < 0.1% |
| 0.0345 | 1 | < 0.1% |
| 0.1724 | 1 | < 0.1% |
| 0.2759 | 1 | < 0.1% |
| 0.2414 | 1 | < 0.1% |
| 0.3448 | 1 | < 0.1% |
| 0.3103 | 1 | < 0.1% |
| Other values (36) | 36 | < 0.1% |
| (Missing) | 307465 |
| Value | Count | Frequency (%) |
| 0 | 329 | 0.1% |
| 0.0172 | 7 | < 0.1% |
| 0.0345 | 16150 | |
| 0.0517 | 611 | 0.2% |
| 0.069 | 24193 | |
| 0.0862 | 1352 | 0.4% |
| 0.1034 | 20492 | |
| 0.1207 | 1228 | 0.4% |
| 0.1379 | 35535 | |
| 0.1552 | 788 | 0.3% |
| Value | Count | Frequency (%) |
| nan | 154828 | |
| 1 | 153 | < 0.1% |
| 0.9655 | 25 | < 0.1% |
| 0.931 | 21 | < 0.1% |
| 0.8966 | 52 | < 0.1% |
| 0.8621 | 14 | < 0.1% |
| 0.8276 | 42 | < 0.1% |
| 0.7931 | 39 | < 0.1% |
| 0.7586 | 48 | < 0.1% |
| 0.7241 | 44 | < 0.1% |
FLOORSMAX_MEDI
Real number (ℝ)
High correlation 
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 2995 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.1667 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 1 | < 0.1% |
| 0.3333 | 1 | < 0.1% |
| 0.0417 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.125 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0.4583 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.625 | 1 | < 0.1% |
| 0.5417 | 1 | < 0.1% |
| Other values (39) | 39 | < 0.1% |
| (Missing) | 307462 |
| Value | Count | Frequency (%) |
| 0 | 2995 | 1.0% |
| 0.0208 | 126 | < 0.1% |
| 0.0417 | 14832 | 4.8% |
| 0.0625 | 132 | < 0.1% |
| 0.0833 | 6657 | 2.2% |
| 0.1042 | 460 | 0.1% |
| 0.125 | 7079 | 2.3% |
| 0.1458 | 321 | 0.1% |
| 0.1667 | 63607 | |
| 0.1875 | 245 | 0.1% |
| Value | Count | Frequency (%) |
| nan | 153020 | |
| 1 | 170 | 0.1% |
| 0.9792 | 1 | < 0.1% |
| 0.9583 | 95 | < 0.1% |
| 0.9375 | 4 | < 0.1% |
| 0.9167 | 37 | < 0.1% |
| 0.8958 | 2 | < 0.1% |
| 0.875 | 223 | 0.1% |
| 0.8542 | 3 | < 0.1% |
| 0.8333 | 39 | < 0.1% |
FLOORSMIN_MEDI
Real number (ℝ)
High correlation 
| Distinct | 48 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 2351 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.2083 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.0417 | 1 | < 0.1% |
| 0.0833 | 1 | < 0.1% |
| 0.4167 | 1 | < 0.1% |
| 0.1667 | 1 | < 0.1% |
| 0.125 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6667 | 1 | < 0.1% |
| Other values (37) | 37 | < 0.1% |
| (Missing) | 307464 |
| Value | Count | Frequency (%) |
| 0 | 2351 | 0.8% |
| 0.0208 | 50 | < 0.1% |
| 0.0417 | 18090 | |
| 0.0625 | 51 | < 0.1% |
| 0.0833 | 5131 | 1.7% |
| 0.1042 | 106 | < 0.1% |
| 0.125 | 3373 | 1.1% |
| 0.1458 | 180 | 0.1% |
| 0.1667 | 3570 | 1.2% |
| 0.1875 | 159 | 0.1% |
| Value | Count | Frequency (%) |
| nan | 208642 | |
| 1 | 147 | < 0.1% |
| 0.9792 | 5 | < 0.1% |
| 0.9583 | 14 | < 0.1% |
| 0.9167 | 130 | < 0.1% |
| 0.875 | 16 | < 0.1% |
| 0.8542 | 5 | < 0.1% |
| 0.8333 | 27 | < 0.1% |
| 0.8125 | 12 | < 0.1% |
| 0.7917 | 64 | < 0.1% |
LANDAREA_MEDI
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3561 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 15919 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0196 |
| median | 0.0478 |
| Q3 | 0.0798 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0602 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0478 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0241 | 1 | < 0.1% |
| 0.0146 | 1 | < 0.1% |
| 0.0642 | 1 | < 0.1% |
| 0.0385 | 1 | < 0.1% |
| 0.0803 | 1 | < 0.1% |
| 0.0321 | 1 | < 0.1% |
| 0.0193 | 1 | < 0.1% |
| 0.0154 | 1 | < 0.1% |
| 0.0178 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 15919 | |
| 0.0001 | 14 | < 0.1% |
| 0.0002 | 13 | < 0.1% |
| 0.0003 | 7 | < 0.1% |
| 0.0004 | 11 | < 0.1% |
| 0.0005 | 9 | < 0.1% |
| 0.0006 | 16 | < 0.1% |
| 0.0007 | 14 | < 0.1% |
| 0.0008 | 20 | < 0.1% |
| 0.0009 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 128 | |
| 0.0198 | 121 | |
| 0.0197 | 126 | |
| 0.0196 | 131 | |
| 0.0195 | 126 | |
| 0.0194 | 109 | |
| 0.0193 | 197 | |
| 0.0192 | 71 | < 0.1% |
| 0.0191 | 133 | |
| 0.019 | 123 |
LIVINGAPARTMENTS_MEDI
Real number (ℝ)
High correlation 
| Distinct | 1098 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 433 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0513 |
| median | 0.0752 |
| Q3 | 0.1154 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0641 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0752 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0855 | 1 | < 0.1% |
| 0.077 | 1 | < 0.1% |
| 0.0599 | 1 | < 0.1% |
| 0.0513 | 1 | < 0.1% |
| 0.0684 | 1 | < 0.1% |
| 0.0616 | 1 | < 0.1% |
| 0.1231 | 1 | < 0.1% |
| 0.0137 | 1 | < 0.1% |
| 0.1026 | 1 | < 0.1% |
| 0.0068 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 433 | |
| 0.0009 | 117 | < 0.1% |
| 0.0013 | 1 | < 0.1% |
| 0.0017 | 254 | |
| 0.0021 | 2 | < 0.1% |
| 0.0026 | 134 | < 0.1% |
| 0.003 | 5 | < 0.1% |
| 0.0034 | 367 | |
| 0.0038 | 4 | < 0.1% |
| 0.0043 | 131 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0855 | 2014 | |
| 0.0851 | 30 | < 0.1% |
| 0.0847 | 440 | 0.1% |
| 0.0842 | 32 | < 0.1% |
| 0.0838 | 585 | 0.2% |
| 0.0834 | 19 | < 0.1% |
| 0.0829 | 264 | 0.1% |
| 0.0825 | 13 | < 0.1% |
| 0.0821 | 726 | 0.2% |
| 0.0817 | 20 | < 0.1% |
LIVINGAREA_MEDI
Real number (ℝ)
High correlation 
| Distinct | 5282 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 299 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0474 |
| median | 0.0738 |
| Q3 | 0.1173 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0699 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0738 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.052 | 1 | < 0.1% |
| 0.0548 | 1 | < 0.1% |
| 0.0519 | 1 | < 0.1% |
| 0.0888 | 1 | < 0.1% |
| 0.0717 | 1 | < 0.1% |
| 0.0515 | 1 | < 0.1% |
| 0.0642 | 1 | < 0.1% |
| 0.0517 | 1 | < 0.1% |
| 0.0649 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 299 | |
| 0.0001 | 4 | < 0.1% |
| 0.0002 | 8 | < 0.1% |
| 0.0003 | 10 | < 0.1% |
| 0.0004 | 14 | < 0.1% |
| 0.0005 | 16 | < 0.1% |
| 0.0006 | 22 | < 0.1% |
| 0.0007 | 26 | < 0.1% |
| 0.0008 | 35 | < 0.1% |
| 0.0009 | 37 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 56 | |
| 0.0198 | 70 | |
| 0.0197 | 64 | |
| 0.0196 | 85 | |
| 0.0195 | 93 | |
| 0.0194 | 83 | |
| 0.0193 | 94 | |
| 0.0192 | 75 | |
| 0.0191 | 102 | |
| 0.019 | 74 |
NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)
High correlation  Zeros 
| Distinct | 215 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 56097 |
| Zeros (%) | 18.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0039 | 1 | < 0.1% |
| 0.0078 | 1 | < 0.1% |
| 0.0116 | 1 | < 0.1% |
| 0.0155 | 1 | < 0.1% |
| 0.0194 | 1 | < 0.1% |
| 0.0019 | 1 | < 0.1% |
| 0.0233 | 1 | < 0.1% |
| 0.0272 | 1 | < 0.1% |
| 0.0311 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 56097 | |
| 0.0019 | 1286 | 0.4% |
| 0.0039 | 14126 | 4.6% |
| 0.0058 | 515 | 0.2% |
| 0.0078 | 6493 | 2.1% |
| 0.0097 | 265 | 0.1% |
| 0.0116 | 3788 | 1.2% |
| 0.0136 | 150 | < 0.1% |
| 0.0155 | 2557 | 0.8% |
| 0.0175 | 97 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.8463 | 2 | |
| 0.8424 | 3 | |
| 0.8307 | 1 | < 0.1% |
| 0.8268 | 1 | < 0.1% |
| 0.823 | 3 | |
| 0.7919 | 2 | |
| 0.7764 | 4 | |
| 0.7608 | 1 | < 0.1% |
| 0.7492 | 2 | |
| 0.7337 | 1 | < 0.1% |
NONLIVINGAREA_MEDI
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3324 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 60954 |
| Zeros (%) | 19.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0027 |
| Q3 | 0.0204 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0204 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.0027 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0011 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0012 | 1 | < 0.1% |
| 0.0031 | 1 | < 0.1% |
| 0.0045 | 1 | < 0.1% |
| 0.0037 | 1 | < 0.1% |
| 0.0032 | 1 | < 0.1% |
| 0.0053 | 1 | < 0.1% |
| 0.0023 | 1 | < 0.1% |
| 0.001 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 60954 | |
| 0.0001 | 154 | 0.1% |
| 0.0002 | 81 | < 0.1% |
| 0.0003 | 86 | < 0.1% |
| 0.0004 | 147 | < 0.1% |
| 0.0005 | 189 | 0.1% |
| 0.0006 | 196 | 0.1% |
| 0.0007 | 227 | 0.1% |
| 0.0008 | 145 | < 0.1% |
| 0.0009 | 242 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 108 | |
| 0.0198 | 73 | |
| 0.0197 | 110 | |
| 0.0196 | 68 | |
| 0.0195 | 123 | |
| 0.0194 | 77 | |
| 0.0193 | 107 | |
| 0.0192 | 79 | |
| 0.0191 | 83 | |
| 0.019 | 81 |
FONDKAPREMONT_MODE
Categorical
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 210295 |
| Missing (%) | 68.4% |
| Memory size | 0.0 B |
| reg oper account | 1 |
|---|---|
| reg oper spec account | 1 |
| not specified | 1 |
| org spec account | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | reg oper account |
|---|---|
| 2nd row | reg oper account |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| reg oper account | 1 | < 0.1% |
| reg oper spec account | 1 | < 0.1% |
| not specified | 1 | < 0.1% |
| org spec account | 1 | < 0.1% |
| (Missing) | 307507 |
Common Values (Plot)
HOUSETYPE_MODE
Categorical
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 154297 |
| Missing (%) | 50.2% |
| Memory size | 0.0 B |
| block of flats | 1 |
|---|---|
| specific housing | 1 |
| terraced house | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | block of flats |
|---|---|
| 2nd row | block of flats |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| block of flats | 1 | < 0.1% |
| specific housing | 1 | < 0.1% |
| terraced house | 1 | < 0.1% |
| (Missing) | 307508 |
Common Values (Plot)
TOTALAREA_MODE
Real number (ℝ)
High correlation 
| Distinct | 5117 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 582 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0422 |
| median | 0.068 |
| Q3 | 0.1128 |
| 95-th percentile | 1 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0.0706 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0.068 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0554 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 0.0525 | 1 | < 0.1% |
| 0.0548 | 1 | < 0.1% |
| 0.0566 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.0689 | 1 | < 0.1% |
| 0.0064 | 1 | < 0.1% |
| 0.057 | 1 | < 0.1% |
| 0.0556 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| 0 | 582 | |
| 0.0001 | 10 | < 0.1% |
| 0.0002 | 4 | < 0.1% |
| 0.0003 | 24 | < 0.1% |
| 0.0004 | 18 | < 0.1% |
| 0.0005 | 26 | < 0.1% |
| 0.0006 | 38 | < 0.1% |
| 0.0007 | 43 | < 0.1% |
| 0.0008 | 76 | < 0.1% |
| 0.0009 | 64 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0199 | 90 | |
| 0.0198 | 117 | |
| 0.0197 | 95 | |
| 0.0196 | 88 | |
| 0.0195 | 93 | |
| 0.0194 | 70 | |
| 0.0193 | 63 | |
| 0.0192 | 67 | |
| 0.0191 | 61 | |
| 0.019 | 58 |
WALLSMATERIAL_MODE
Categorical
Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 156341 |
| Missing (%) | 50.8% |
| Memory size | 0.0 B |
| Panel | 1 |
|---|---|
| Stone, brick | 1 |
| Block | 1 |
| Wooden | 1 |
| Mixed | 1 |
| Other values (2) | 2 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Stone, brick |
|---|---|
| 2nd row | Block |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| Panel | 1 | < 0.1% |
| Stone, brick | 1 | < 0.1% |
| Block | 1 | < 0.1% |
| Wooden | 1 | < 0.1% |
| Mixed | 1 | < 0.1% |
| Monolithic | 1 | < 0.1% |
| Others | 1 | < 0.1% |
| (Missing) | 307504 |
Common Values (Plot)
EMERGENCYSTATE_MODE
Categorical
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 145755 |
| Missing (%) | 47.4% |
| Memory size | 0.0 B |
| No | 1 |
|---|---|
| Yes | 1 |
| (Missing) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| No | 1 | < 0.1% |
| Yes | 1 | < 0.1% |
| (Missing) | 307509 |
Common Values (Plot)
OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 163910 |
| Zeros (%) | 53.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 348 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Other values (23) | 23 | < 0.1% |
| (Missing) | 307478 |
| Value | Count | Frequency (%) |
| 0 | 163910 | |
| 1 | 48783 | 15.9% |
| 2 | 29808 | 9.7% |
| 3 | 20322 | 6.6% |
| 4 | 14143 | 4.6% |
| 5 | 9553 | 3.1% |
| 6 | 6453 | 2.1% |
| 7 | 4390 | 1.4% |
| 8 | 2967 | 1.0% |
| 9 | 2003 | 0.7% |
| Value | Count | Frequency (%) |
| nan | 1021 | |
| 348 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 5 | < 0.1% |
| 26 | 3 | < 0.1% |
| 25 | 11 | < 0.1% |
| 24 | 11 | < 0.1% |
DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 271324 |
| Zeros (%) | 88.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 34 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| (Missing) | 307501 |
| Value | Count | Frequency (%) |
| 0 | 271324 | |
| 1 | 28328 | 9.2% |
| 2 | 5323 | 1.7% |
| 3 | 1192 | 0.4% |
| 4 | 253 | 0.1% |
| 5 | 56 | < 0.1% |
| 6 | 11 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| nan | 1021 | 0.3% |
| 34 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 11 | < 0.1% |
| 5 | 56 | < 0.1% |
| 4 | 253 | 0.1% |
| 3 | 1192 | 0.4% |
| 2 | 5323 | 1.7% |
| 1 | 28328 |
OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 164666 |
| Zeros (%) | 53.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 344 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Other values (23) | 23 | < 0.1% |
| (Missing) | 307478 |
| Value | Count | Frequency (%) |
| 0 | 164666 | |
| 1 | 48870 | 15.9% |
| 2 | 29766 | 9.7% |
| 3 | 20215 | 6.6% |
| 4 | 13946 | 4.5% |
| 5 | 9463 | 3.1% |
| 6 | 6349 | 2.1% |
| 7 | 4344 | 1.4% |
| 8 | 2886 | 0.9% |
| 9 | 1959 | 0.6% |
| Value | Count | Frequency (%) |
| nan | 1021 | |
| 344 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 2 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 5 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 11 | < 0.1% |
| 24 | 12 | < 0.1% |
DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 280721 |
| Zeros (%) | 91.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| (Missing) | 307502 |
| Value | Count | Frequency (%) |
| 0 | 280721 | |
| 1 | 21841 | 7.1% |
| 2 | 3170 | 1.0% |
| 3 | 598 | 0.2% |
| 4 | 135 | < 0.1% |
| 5 | 20 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| nan | 1021 | 0.3% |
| Value | Count | Frequency (%) |
| nan | 1021 | 0.3% |
| 24 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 20 | < 0.1% |
| 4 | 135 | < 0.1% |
| 3 | 598 | 0.2% |
| 2 | 3170 | 1.0% |
| 1 | 21841 | 7.1% |
| 0 | 280721 |
DAYS_LAST_PHONE_CHANGE
Real number (ℝ)
Zeros 
| Distinct | 3774 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | -4292 |
|---|---|
| Maximum | nan |
| Zeros | 37672 |
| Zeros (%) | 12.3% |
| Negative | 269838 |
| Negative (%) | 87.7% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | -4292 |
|---|---|
| 5-th percentile | -4292 |
| Q1 | -1543 |
| median | -778 |
| Q3 | -334 |
| 95-th percentile | 0 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 1209 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 620 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| -5 | 1 | < 0.1% |
| -2 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -3 | 1 | < 0.1% |
| -392 | 1 | < 0.1% |
| -399 | 1 | < 0.1% |
| -293 | 1 | < 0.1% |
| -6 | 1 | < 0.1% |
| -479 | 1 | < 0.1% |
| Other values (190) | 190 | 0.1% |
| (Missing) | 307311 |
| Value | Count | Frequency (%) |
| -4292 | 1 | |
| -4185 | 1 | |
| -4173 | 1 | |
| -4153 | 1 | |
| -4131 | 1 | |
| -4128 | 1 | |
| -4121 | 2 | |
| -4118 | 1 | |
| -4115 | 1 | |
| -4092 | 1 |
| Value | Count | Frequency (%) |
| -3593 | 1 | < 0.1% |
| -3594 | 3 | |
| -3595 | 1 | < 0.1% |
| -3596 | 2 | |
| -3598 | 3 | |
| -3599 | 3 | |
| -3601 | 2 | |
| -3602 | 1 | < 0.1% |
| -3603 | 1 | < 0.1% |
| -3605 | 1 | < 0.1% |
FLAG_DOCUMENT_2
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.227491 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307498 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.006501789 |
|---|---|
| Coefficient of variation (CV) | 153.79782 |
| Kurtosis | 23649.692 |
| Mean | 4.227491 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 153.79107 |
| Sum | 13 |
| Variance | 4.2273261 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307498 | |
| 1 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 13 | < 0.1% |
| 0 | 307498 |
FLAG_DOCUMENT_3
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71002338 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 89171 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.45375197 |
|---|---|
| Coefficient of variation (CV) | 0.63906623 |
| Kurtosis | -1.1430418 |
| Mean | 0.71002338 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.92572038 |
| Sum | 218340 |
| Variance | 0.20589085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 89171 | |
| 1 | 218340 |
| Value | Count | Frequency (%) |
| 1 | 218340 | |
| 0 | 89171 |
FLAG_DOCUMENT_4
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1297905 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307486 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0090161832 |
|---|---|
| Coefficient of variation (CV) | 110.90302 |
| Kurtosis | 12295.44 |
| Mean | 8.1297905 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 110.89382 |
| Sum | 25 |
| Variance | 8.129156 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307486 | |
| 1 | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25 | < 0.1% |
| 0 | 307486 |
FLAG_DOCUMENT_5
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.015114906 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 302863 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.12201022 |
|---|---|
| Coefficient of variation (CV) | 8.0721785 |
| Kurtosis | 61.175201 |
| Mean | 0.015114906 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9482829 |
| Sum | 4648 |
| Variance | 0.014886494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 302863 | |
| 1 | 4648 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 4648 | 1.5% |
| 0 | 302863 |
FLAG_DOCUMENT_6
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.088055387 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 280433 |
| Zeros (%) | 91.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.28337589 |
|---|---|
| Coefficient of variation (CV) | 3.2181551 |
| Kurtosis | 6.4530465 |
| Mean | 0.088055387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9074123 |
| Sum | 27078 |
| Variance | 0.080301897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 280433 | |
| 1 | 27078 | 8.8% |
| Value | Count | Frequency (%) |
| 1 | 27078 | 8.8% |
| 0 | 280433 |
FLAG_DOCUMENT_7
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00019186306 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307452 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.013850158 |
|---|---|
| Coefficient of variation (CV) | 72.187726 |
| Kurtosis | 5207.051 |
| Mean | 0.00019186306 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 72.173756 |
| Sum | 59 |
| Variance | 0.00019182687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307452 | |
| 1 | 59 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 59 | < 0.1% |
| 0 | 307452 |
FLAG_DOCUMENT_8
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.081375951 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 282487 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.27341205 |
|---|---|
| Coefficient of variation (CV) | 3.359863 |
| Kurtosis | 7.3772275 |
| Mean | 0.081375951 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0622259 |
| Sum | 25024 |
| Variance | 0.074754149 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 282487 | |
| 1 | 25024 | 8.1% |
| Value | Count | Frequency (%) |
| 1 | 25024 | 8.1% |
| 0 | 282487 |
FLAG_DOCUMENT_9
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0038957956 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 306313 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.062294711 |
|---|---|
| Coefficient of variation (CV) | 15.990241 |
| Kurtosis | 251.69089 |
| Mean | 0.0038957956 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.927677 |
| Sum | 1198 |
| Variance | 0.003880631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 306313 | |
| 1 | 1198 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 1198 | 0.4% |
| 0 | 306313 |
FLAG_DOCUMENT_10
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2763413 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307504 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0047710554 |
|---|---|
| Coefficient of variation (CV) | 209.59314 |
| Kurtosis | 43925.143 |
| Mean | 2.2763413 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 209.58803 |
| Sum | 7 |
| Variance | 2.2762969 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307504 | |
| 1 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 7 | < 0.1% |
| 0 | 307504 |
FLAG_DOCUMENT_11
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0039120552 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 306308 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.062424063 |
|---|---|
| Coefficient of variation (CV) | 15.956846 |
| Kurtosis | 250.62404 |
| Mean | 0.0039120552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.894151 |
| Sum | 1203 |
| Variance | 0.0038967637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 306308 | |
| 1 | 1203 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 1203 | 0.4% |
| 0 | 306308 |
FLAG_DOCUMENT_12
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5038324 × 10-6 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307509 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0025502571 |
|---|---|
| Coefficient of variation (CV) | 392.11605 |
| Kurtosis | 153750.5 |
| Mean | 6.5038324 × 10-6 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 392.11287 |
| Sum | 2 |
| Variance | 6.5038112 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307509 | |
| 1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 0 | 307509 |
FLAG_DOCUMENT_13
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0035250772 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 306427 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.059267718 |
|---|---|
| Coefficient of variation (CV) | 16.813169 |
| Kurtosis | 278.68527 |
| Mean | 0.0035250772 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.753664 |
| Sum | 1084 |
| Variance | 0.0035126624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 306427 | |
| 1 | 1084 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 1084 | 0.4% |
| 0 | 306427 |
FLAG_DOCUMENT_14
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0029364803 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 306608 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.054109767 |
|---|---|
| Coefficient of variation (CV) | 18.426743 |
| Kurtosis | 335.54669 |
| Mean | 0.0029364803 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.372444 |
| Sum | 903 |
| Variance | 0.0029278669 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 306608 | |
| 1 | 903 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 903 | 0.3% |
| 0 | 306608 |
FLAG_DOCUMENT_15
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0012097128 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307139 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.034759939 |
|---|---|
| Coefficient of variation (CV) | 28.734042 |
| Kurtosis | 821.64368 |
| Mean | 0.0012097128 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.699193 |
| Sum | 372 |
| Variance | 0.0012082533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307139 | |
| 1 | 372 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 372 | 0.1% |
| 0 | 307139 |
FLAG_DOCUMENT_16
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0099281001 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 304458 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.099144162 |
|---|---|
| Coefficient of variation (CV) | 9.986217 |
| Kurtosis | 95.734233 |
| Mean | 0.0099281001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.8860626 |
| Sum | 3053 |
| Variance | 0.0098295649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 304458 | |
| 1 | 3053 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 3053 | 1.0% |
| 0 | 304458 |
FLAG_DOCUMENT_17
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00026665713 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307429 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.016327489 |
|---|---|
| Coefficient of variation (CV) | 61.230273 |
| Kurtosis | 3745.1344 |
| Mean | 0.00026665713 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 61.213842 |
| Sum | 82 |
| Variance | 0.00026658689 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307429 | |
| 1 | 82 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 82 | < 0.1% |
| 0 | 307429 |
FLAG_DOCUMENT_18
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0081297905 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 305011 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.089798236 |
|---|---|
| Coefficient of variation (CV) | 11.045578 |
| Kurtosis | 118.0126 |
| Mean | 0.0081297905 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.955026 |
| Sum | 2500 |
| Variance | 0.0080637232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 305011 | |
| 1 | 2500 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 2500 | 0.8% |
| 0 | 305011 |
FLAG_DOCUMENT_19
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00059510066 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307328 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.024387465 |
|---|---|
| Coefficient of variation (CV) | 40.980403 |
| Kurtosis | 1675.3886 |
| Mean | 0.00059510066 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 40.955935 |
| Sum | 183 |
| Variance | 0.00059474845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307328 | |
| 1 | 183 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 183 | 0.1% |
| 0 | 307328 |
FLAG_DOCUMENT_20
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00050729893 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307355 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02251762 |
|---|---|
| Coefficient of variation (CV) | 44.387282 |
| Kurtosis | 1966.2249 |
| Mean | 0.00050729893 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.36468 |
| Sum | 156 |
| Variance | 0.00050704322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307355 | |
| 1 | 156 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 156 | 0.1% |
| 0 | 307355 |
FLAG_DOCUMENT_21
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00033494737 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 307408 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.018298532 |
|---|---|
| Coefficient of variation (CV) | 54.631066 |
| Kurtosis | 2980.544 |
| Mean | 0.00033494737 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 54.612673 |
| Sum | 103 |
| Variance | 0.00033483627 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| (Missing) | 307509 |
| Value | Count | Frequency (%) |
| 0 | 307408 | |
| 1 | 103 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 103 | < 0.1% |
| 0 | 307408 |
AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 264366 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| (Missing) | 307506 |
| Value | Count | Frequency (%) |
| 0 | 264366 | |
| 1 | 1560 | 0.5% |
| 2 | 56 | < 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 1 | < 0.1% |
| nan | 41519 | 13.5% |
| Value | Count | Frequency (%) |
| nan | 41519 | 13.5% |
| 4 | 1 | < 0.1% |
| 3 | 9 | < 0.1% |
| 2 | 56 | < 0.1% |
| 1 | 1560 | 0.5% |
| 0 | 264366 |
AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 264503 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| (Missing) | 307502 |
| Value | Count | Frequency (%) |
| 0 | 264503 | |
| 1 | 1292 | 0.4% |
| 2 | 106 | < 0.1% |
| 3 | 45 | < 0.1% |
| 4 | 26 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 8 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| nan | 41519 | 13.5% |
| Value | Count | Frequency (%) |
| nan | 41519 | 13.5% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 9 | < 0.1% |
| 4 | 26 | < 0.1% |
| 3 | 45 | < 0.1% |
| 2 | 106 | < 0.1% |
| 1 | 1292 | 0.4% |
| 0 | 264503 |
AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 257456 |
| Zeros (%) | 83.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| (Missing) | 307502 |
| Value | Count | Frequency (%) |
| 0 | 257456 | |
| 1 | 8208 | 2.7% |
| 2 | 199 | 0.1% |
| 3 | 58 | < 0.1% |
| 4 | 34 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| nan | 41519 | 13.5% |
| Value | Count | Frequency (%) |
| nan | 41519 | 13.5% |
| 8 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 20 | < 0.1% |
| 5 | 10 | < 0.1% |
| 4 | 34 | < 0.1% |
| 3 | 58 | < 0.1% |
| 2 | 199 | 0.1% |
| 1 | 8208 | 2.7% |
| 0 | 257456 |
AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)
Zeros 
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 222233 |
| Zeros (%) | 72.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 27 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (14) | 14 | < 0.1% |
| (Missing) | 307487 |
| Value | Count | Frequency (%) |
| 0 | 222233 | |
| 1 | 33147 | 10.8% |
| 2 | 5386 | 1.8% |
| 3 | 1991 | 0.6% |
| 4 | 1076 | 0.3% |
| 5 | 602 | 0.2% |
| 6 | 343 | 0.1% |
| 7 | 298 | 0.1% |
| 8 | 185 | 0.1% |
| 9 | 206 | 0.1% |
| Value | Count | Frequency (%) |
| nan | 41519 | |
| 27 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18 | 6 | < 0.1% |
| 17 | 14 | < 0.1% |
| 16 | 23 | < 0.1% |
| 15 | 35 | < 0.1% |
AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 215417 |
| Zeros (%) | 70.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 261 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| (Missing) | 307500 |
| Value | Count | Frequency (%) |
| 0 | 215417 | |
| 1 | 33862 | 11.0% |
| 2 | 14412 | 4.7% |
| 3 | 1717 | 0.6% |
| 4 | 476 | 0.2% |
| 5 | 64 | < 0.1% |
| 6 | 28 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 7 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| nan | 41519 | |
| 261 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 8 | 7 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 28 | < 0.1% |
| 5 | 64 | < 0.1% |
| 4 | 476 | 0.2% |
| 3 | 1717 | 0.6% |
| 2 | 14412 | 4.7% |
AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)
Zeros 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | nan |
| Minimum | 0 |
|---|---|
| Maximum | nan |
| Zeros | 71801 |
| Zeros (%) | 23.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 0.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 25 |
| Maximum | nan |
| Range | nan |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | nan |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | nan |
| Sum | nan |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Other values (15) | 15 | < 0.1% |
| (Missing) | 307486 |
| Value | Count | Frequency (%) |
| 0 | 71801 | |
| 1 | 63405 | |
| 2 | 50192 | |
| 3 | 33628 | |
| 4 | 20714 | 6.7% |
| 5 | 12052 | 3.9% |
| 6 | 6967 | 2.3% |
| 7 | 3869 | 1.3% |
| 8 | 2127 | 0.7% |
| 9 | 1096 | 0.4% |
| Value | Count | Frequency (%) |
| nan | 41519 | |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 4 | < 0.1% |
| 18 | 4 | < 0.1% |
| 17 | 7 | < 0.1% |
| 16 | 3 | < 0.1% |
Correlations
| SK_ID_CURR | TARGET | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | TOTALAREA_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SK_ID_CURR | 1.000 | 0.015 | 0.007 | -0.016 | -0.011 | -0.022 | -0.014 | 0.009 | 0.000 | -0.007 | -0.001 | 0.022 | -0.002 | NaN | -0.002 | -0.004 | 0.013 | -0.007 | -0.005 | 0.005 | -0.004 | -0.001 | 0.001 | -0.011 | -0.002 | 0.004 | -0.000 | -0.003 | 0.011 | -0.009 | 0.006 | -0.021 | -0.022 | -0.014 | -0.011 | -0.011 | -0.008 | -0.017 | 0.001 | -0.019 | -0.010 | -0.009 | -0.021 | -0.018 | 0.006 | -0.003 | -0.021 | -0.015 | -0.012 | -0.012 | -0.008 | -0.015 | 0.002 | -0.020 | -0.012 | -0.008 | -0.020 | -0.018 | 0.001 | 0.001 | -0.020 | -0.013 | -0.011 | -0.011 | -0.007 | -0.016 | 0.004 | -0.017 | -0.009 | -0.008 | -0.020 | -0.016 | 0.005 | 0.000 | -0.015 | -0.001 | 0.034 | -0.001 | 0.026 | -0.002 | NaN | -0.018 | -0.015 | -0.013 | -0.000 | -0.005 | 0.015 | -0.019 | 0.002 | 0.004 | -0.011 | 0.004 | -0.011 | 0.013 | -0.003 | -0.005 | 0.022 | 0.009 | -0.001 | 0.009 | -0.003 | -0.004 | -0.002 | -0.007 | -0.014 | -0.008 |
| TARGET | 0.015 | 1.000 | -0.014 | -0.050 | -0.013 | 0.006 | -0.024 | -0.014 | 0.048 | 0.054 | 0.008 | 0.030 | 0.053 | NaN | 0.014 | 0.015 | 0.008 | -0.013 | 0.005 | -0.018 | 0.056 | 0.064 | -0.017 | -0.011 | -0.008 | -0.001 | 0.001 | 0.012 | 0.004 | -0.129 | -0.120 | -0.147 | -0.036 | -0.018 | -0.026 | -0.028 | -0.020 | -0.041 | -0.009 | -0.051 | -0.032 | -0.006 | -0.034 | -0.040 | -0.017 | -0.021 | -0.032 | -0.011 | -0.025 | -0.026 | -0.017 | -0.038 | -0.007 | -0.052 | -0.030 | -0.004 | -0.031 | -0.038 | -0.011 | -0.019 | -0.034 | -0.017 | -0.027 | -0.028 | -0.019 | -0.039 | -0.009 | -0.051 | -0.032 | -0.006 | -0.032 | -0.039 | -0.016 | -0.020 | -0.038 | 0.030 | 0.022 | 0.029 | 0.025 | 0.016 | NaN | 0.052 | -0.002 | -0.013 | -0.008 | 0.015 | -0.014 | -0.000 | -0.002 | -0.006 | -0.002 | -0.029 | 0.005 | -0.003 | -0.020 | -0.003 | -0.010 | 0.009 | 0.002 | -0.004 | 0.007 | 0.018 | 0.013 | -0.002 | 0.005 | 0.033 |
| CNT_CHILDREN | 0.007 | -0.014 | 1.000 | -0.022 | -0.020 | -0.016 | -0.024 | -0.028 | 0.200 | -0.069 | 0.145 | -0.107 | 0.003 | NaN | 0.155 | -0.017 | -0.009 | -0.037 | -0.007 | 0.884 | 0.017 | 0.019 | -0.025 | -0.006 | 0.006 | 0.009 | -0.003 | 0.017 | 0.022 | -0.101 | 0.004 | 0.003 | -0.011 | -0.007 | 0.015 | 0.016 | -0.010 | -0.010 | -0.000 | -0.010 | -0.013 | 0.001 | -0.007 | -0.006 | -0.005 | 0.006 | -0.003 | -0.004 | 0.017 | 0.018 | -0.008 | -0.007 | 0.004 | -0.007 | -0.009 | 0.006 | -0.001 | -0.003 | -0.004 | 0.007 | -0.011 | -0.007 | 0.014 | 0.015 | -0.009 | -0.010 | -0.000 | -0.010 | -0.012 | 0.003 | -0.007 | -0.006 | -0.006 | 0.006 | -0.006 | 0.016 | -0.018 | 0.016 | -0.019 | -0.002 | NaN | 0.020 | -0.008 | -0.029 | -0.098 | 0.004 | 0.012 | -0.003 | -0.008 | -0.014 | -0.008 | -0.007 | -0.018 | 0.006 | 0.028 | 0.022 | 0.004 | 0.000 | -0.004 | -0.004 | -0.005 | -0.008 | 0.006 | -0.012 | -0.026 | -0.049 |
| AMT_INCOME_TOTAL | -0.016 | -0.050 | -0.022 | 1.000 | 0.390 | 0.462 | 0.393 | 0.142 | -0.083 | -0.088 | 0.035 | -0.006 | -0.199 | NaN | 0.084 | -0.018 | -0.037 | 0.052 | 0.091 | -0.031 | -0.265 | -0.290 | 0.073 | 0.078 | 0.144 | 0.138 | 0.027 | 0.039 | 0.036 | 0.121 | 0.190 | -0.069 | 0.122 | 0.057 | 0.058 | 0.057 | 0.082 | 0.180 | -0.003 | 0.194 | 0.127 | -0.060 | 0.119 | 0.139 | 0.062 | 0.096 | 0.100 | 0.027 | 0.051 | 0.051 | 0.060 | 0.164 | -0.023 | 0.185 | 0.116 | -0.078 | 0.098 | 0.111 | 0.039 | 0.058 | 0.117 | 0.050 | 0.058 | 0.057 | 0.079 | 0.174 | -0.007 | 0.190 | 0.124 | -0.062 | 0.115 | 0.135 | 0.053 | 0.083 | 0.135 | -0.073 | -0.055 | -0.073 | -0.054 | -0.027 | NaN | -0.097 | -0.009 | -0.008 | -0.045 | 0.019 | 0.186 | 0.020 | 0.005 | -0.010 | 0.016 | 0.075 | 0.045 | 0.020 | 0.015 | -0.009 | 0.013 | 0.021 | 0.004 | 0.004 | 0.006 | -0.003 | 0.007 | 0.063 | 0.010 | 0.028 |
| AMT_CREDIT | -0.011 | -0.013 | -0.020 | 0.390 | 1.000 | 0.814 | 0.986 | 0.076 | -0.189 | -0.073 | -0.016 | -0.017 | -0.089 | NaN | -0.009 | -0.032 | 0.024 | 0.048 | 0.006 | 0.026 | -0.101 | -0.109 | 0.034 | 0.012 | 0.027 | 0.036 | -0.011 | -0.012 | -0.007 | 0.166 | 0.113 | 0.029 | 0.049 | 0.036 | 0.019 | 0.021 | 0.031 | 0.076 | -0.003 | 0.083 | 0.053 | -0.033 | 0.044 | 0.058 | 0.031 | 0.041 | 0.039 | 0.025 | 0.016 | 0.020 | 0.022 | 0.069 | -0.006 | 0.082 | 0.049 | -0.037 | 0.035 | 0.048 | 0.019 | 0.028 | 0.047 | 0.033 | 0.017 | 0.020 | 0.029 | 0.074 | -0.004 | 0.083 | 0.052 | -0.032 | 0.043 | 0.056 | 0.025 | 0.035 | 0.058 | -0.022 | -0.017 | -0.022 | -0.018 | -0.046 | NaN | 0.097 | -0.013 | -0.025 | 0.030 | 0.000 | 0.070 | 0.010 | -0.008 | -0.003 | 0.014 | 0.062 | 0.057 | 0.035 | 0.044 | -0.016 | 0.036 | 0.037 | 0.045 | -0.003 | 0.003 | 0.006 | 0.001 | 0.059 | 0.005 | -0.049 |
| AMT_ANNUITY | -0.022 | 0.006 | -0.016 | 0.462 | 0.814 | 1.000 | 0.813 | 0.090 | -0.130 | -0.074 | -0.002 | -0.009 | -0.095 | NaN | 0.019 | -0.032 | 0.018 | 0.048 | 0.063 | 0.027 | -0.135 | -0.151 | 0.030 | 0.025 | 0.054 | 0.056 | -0.010 | -0.007 | -0.004 | 0.141 | 0.110 | 0.014 | 0.063 | 0.034 | 0.023 | 0.023 | 0.043 | 0.100 | -0.010 | 0.109 | 0.073 | -0.034 | 0.058 | 0.076 | 0.037 | 0.045 | 0.049 | 0.018 | 0.019 | 0.021 | 0.032 | 0.092 | -0.018 | 0.106 | 0.070 | -0.043 | 0.046 | 0.061 | 0.023 | 0.029 | 0.060 | 0.030 | 0.021 | 0.023 | 0.042 | 0.098 | -0.011 | 0.108 | 0.072 | -0.035 | 0.055 | 0.075 | 0.031 | 0.039 | 0.071 | -0.043 | -0.019 | -0.043 | -0.017 | -0.047 | NaN | 0.084 | -0.014 | -0.016 | 0.004 | 0.001 | 0.122 | 0.033 | -0.011 | -0.035 | 0.008 | 0.023 | 0.034 | 0.013 | -0.006 | -0.012 | -0.003 | 0.028 | 0.036 | -0.004 | 0.015 | 0.008 | 0.015 | 0.052 | 0.015 | 0.004 |
| AMT_GOODS_PRICE | -0.014 | -0.024 | -0.024 | 0.393 | 0.986 | 0.813 | 1.000 | 0.080 | -0.194 | -0.078 | -0.015 | -0.021 | -0.097 | NaN | -0.010 | -0.012 | 0.018 | 0.058 | 0.002 | 0.025 | -0.102 | -0.109 | 0.040 | 0.015 | 0.028 | 0.038 | -0.010 | -0.009 | -0.003 | 0.179 | 0.120 | 0.037 | 0.053 | 0.038 | 0.027 | 0.029 | 0.034 | 0.081 | -0.003 | 0.089 | 0.056 | -0.029 | 0.048 | 0.063 | 0.037 | 0.048 | 0.042 | 0.027 | 0.024 | 0.028 | 0.026 | 0.073 | -0.006 | 0.088 | 0.052 | -0.034 | 0.038 | 0.053 | 0.023 | 0.034 | 0.051 | 0.035 | 0.025 | 0.028 | 0.033 | 0.079 | -0.004 | 0.089 | 0.056 | -0.028 | 0.047 | 0.061 | 0.031 | 0.042 | 0.062 | -0.023 | -0.017 | -0.023 | -0.017 | -0.050 | NaN | 0.073 | -0.012 | -0.018 | 0.028 | 0.001 | 0.063 | 0.010 | -0.007 | 0.000 | 0.014 | 0.061 | 0.056 | 0.032 | 0.042 | -0.016 | 0.035 | 0.037 | 0.046 | -0.002 | 0.004 | 0.006 | 0.002 | 0.054 | 0.007 | -0.052 |
| REGION_POPULATION_RELATIVE | 0.009 | -0.014 | -0.028 | 0.142 | 0.076 | 0.090 | 0.080 | 1.000 | -0.052 | 0.004 | -0.044 | 0.036 | -0.150 | NaN | -0.002 | -0.007 | -0.027 | 0.072 | 0.043 | -0.027 | -0.495 | -0.480 | 0.181 | 0.010 | 0.084 | 0.112 | -0.000 | 0.003 | 0.015 | 0.126 | 0.222 | -0.040 | 0.132 | 0.044 | -0.079 | -0.080 | 0.033 | 0.191 | -0.015 | 0.189 | 0.183 | -0.120 | 0.128 | 0.129 | 0.073 | 0.106 | 0.103 | 0.002 | -0.088 | -0.088 | 0.008 | 0.171 | -0.040 | 0.174 | 0.165 | -0.132 | 0.101 | 0.101 | 0.044 | 0.065 | 0.126 | 0.035 | -0.080 | -0.081 | 0.029 | 0.183 | -0.020 | 0.184 | 0.177 | -0.122 | 0.122 | 0.124 | 0.066 | 0.092 | 0.112 | -0.034 | 0.009 | -0.033 | 0.007 | 0.003 | NaN | -0.101 | -0.002 | 0.003 | 0.004 | 0.000 | 0.101 | 0.036 | 0.007 | 0.038 | -0.008 | 0.044 | 0.034 | 0.002 | 0.009 | -0.001 | 0.015 | 0.009 | -0.008 | -0.003 | 0.002 | -0.007 | -0.004 | 0.059 | -0.015 | -0.014 |
| DAYS_BIRTH | 0.000 | 0.048 | 0.200 | -0.083 | -0.189 | -0.130 | -0.194 | -0.052 | 1.000 | 0.096 | 0.216 | 0.121 | 0.013 | NaN | 0.340 | 0.071 | 0.000 | -0.060 | 0.025 | 0.120 | 0.027 | 0.026 | 0.035 | 0.021 | 0.045 | 0.037 | 0.064 | 0.090 | 0.072 | -0.537 | -0.153 | -0.148 | -0.022 | -0.012 | 0.002 | 0.002 | -0.006 | -0.042 | -0.002 | -0.042 | -0.025 | -0.002 | -0.021 | -0.029 | -0.017 | -0.026 | -0.019 | -0.009 | 0.003 | 0.003 | 0.000 | -0.039 | 0.002 | -0.037 | -0.020 | 0.002 | -0.015 | -0.023 | -0.012 | -0.021 | -0.021 | -0.008 | 0.002 | 0.002 | -0.005 | -0.041 | 0.000 | -0.041 | -0.024 | -0.002 | -0.020 | -0.028 | -0.018 | -0.026 | -0.032 | 0.054 | 0.031 | 0.053 | 0.025 | 0.137 | NaN | 0.023 | 0.013 | -0.019 | -0.233 | 0.003 | 0.028 | 0.015 | -0.005 | 0.046 | -0.006 | 0.015 | 0.032 | 0.008 | 0.019 | 0.008 | 0.020 | 0.006 | 0.008 | 0.016 | -0.000 | 0.005 | -0.003 | -0.017 | -0.020 | -0.052 |
| DAYS_EMPLOYED | -0.007 | 0.054 | -0.069 | -0.088 | -0.073 | -0.074 | -0.078 | 0.004 | 0.096 | 1.000 | 0.021 | 0.051 | 0.038 | NaN | -0.388 | -0.059 | -0.001 | -0.034 | 0.008 | -0.093 | -0.013 | -0.004 | 0.017 | 0.038 | 0.036 | 0.025 | 0.044 | 0.040 | 0.022 | -0.087 | -0.092 | -0.102 | -0.003 | -0.014 | -0.000 | -0.001 | -0.008 | 0.004 | -0.027 | 0.008 | 0.007 | -0.013 | -0.002 | -0.015 | -0.012 | -0.010 | -0.002 | -0.014 | -0.003 | -0.004 | -0.011 | 0.003 | -0.028 | 0.007 | 0.007 | -0.011 | -0.003 | -0.017 | -0.010 | -0.006 | -0.003 | -0.013 | 0.001 | -0.001 | -0.008 | 0.004 | -0.027 | 0.007 | 0.006 | -0.012 | -0.001 | -0.016 | -0.010 | -0.010 | -0.007 | 0.001 | 0.002 | 0.001 | -0.007 | 0.144 | NaN | -0.071 | -0.001 | -0.006 | 0.212 | -0.011 | -0.025 | -0.003 | 0.006 | 0.025 | -0.015 | -0.011 | 0.019 | 0.004 | 0.020 | 0.012 | 0.016 | 0.007 | 0.014 | -0.010 | -0.006 | 0.026 | -0.001 | -0.039 | 0.018 | -0.012 |
| DAYS_REGISTRATION | -0.001 | 0.008 | 0.145 | 0.035 | -0.016 | -0.002 | -0.015 | -0.044 | 0.216 | 0.021 | 1.000 | 0.024 | -0.042 | NaN | 0.108 | -0.002 | -0.013 | -0.099 | 0.017 | 0.138 | 0.078 | 0.057 | -0.032 | -0.003 | 0.013 | 0.015 | -0.011 | 0.039 | 0.041 | -0.135 | -0.072 | -0.046 | 0.030 | -0.006 | 0.169 | 0.169 | 0.040 | 0.032 | -0.048 | 0.056 | 0.025 | 0.013 | 0.027 | 0.026 | 0.055 | 0.051 | 0.029 | -0.001 | 0.163 | 0.167 | 0.037 | 0.037 | -0.040 | 0.059 | 0.023 | 0.013 | 0.027 | 0.026 | 0.059 | 0.053 | 0.032 | -0.006 | 0.168 | 0.169 | 0.041 | 0.035 | -0.045 | 0.058 | 0.025 | 0.013 | 0.028 | 0.028 | 0.058 | 0.054 | 0.039 | 0.034 | 0.018 | 0.033 | 0.022 | 0.078 | NaN | 0.011 | -0.015 | -0.022 | -0.078 | 0.009 | 0.024 | -0.003 | 0.010 | 0.010 | 0.007 | 0.021 | 0.001 | 0.010 | 0.016 | -0.001 | 0.001 | -0.005 | -0.002 | -0.015 | 0.007 | -0.003 | -0.013 | -0.011 | 0.008 | -0.011 |
| DAYS_ID_PUBLISH | 0.022 | 0.030 | -0.107 | -0.006 | -0.017 | -0.009 | -0.021 | 0.036 | 0.121 | 0.051 | 0.024 | 1.000 | -0.008 | NaN | 0.107 | -0.010 | 0.016 | -0.030 | 0.014 | -0.110 | -0.042 | -0.050 | 0.016 | 0.021 | 0.023 | 0.020 | 0.024 | 0.022 | 0.014 | -0.055 | -0.040 | -0.124 | -0.008 | -0.005 | -0.008 | -0.009 | 0.006 | -0.007 | -0.014 | -0.001 | -0.005 | -0.033 | -0.007 | -0.009 | 0.011 | 0.002 | -0.008 | -0.004 | -0.009 | -0.010 | 0.007 | -0.008 | -0.014 | -0.001 | -0.007 | -0.030 | -0.008 | -0.009 | 0.013 | 0.002 | -0.008 | -0.006 | -0.008 | -0.009 | 0.007 | -0.009 | -0.015 | -0.002 | -0.006 | -0.031 | -0.007 | -0.009 | 0.012 | 0.003 | -0.007 | 0.010 | 0.022 | 0.009 | 0.024 | 0.094 | NaN | 0.005 | 0.002 | -0.004 | -0.080 | -0.001 | 0.006 | 0.023 | -0.005 | 0.024 | -0.012 | -0.006 | 0.004 | 0.001 | -0.001 | 0.018 | 0.009 | 0.010 | 0.010 | 0.000 | 0.012 | -0.006 | -0.012 | -0.021 | -0.003 | -0.011 |
| OWN_CAR_AGE | -0.002 | 0.053 | 0.003 | -0.199 | -0.089 | -0.095 | -0.097 | -0.150 | 0.013 | 0.038 | -0.042 | -0.008 | 1.000 | NaN | -0.030 | -0.031 | 0.017 | -0.064 | -0.033 | -0.005 | 0.185 | 0.176 | -0.124 | -0.028 | -0.042 | -0.040 | -0.002 | 0.005 | 0.009 | -0.119 | -0.135 | -0.000 | -0.087 | -0.045 | -0.077 | -0.075 | -0.042 | -0.110 | -0.017 | -0.123 | -0.103 | -0.002 | -0.083 | -0.103 | -0.047 | -0.070 | -0.076 | -0.032 | -0.074 | -0.073 | -0.035 | -0.107 | -0.007 | -0.123 | -0.100 | 0.004 | -0.073 | -0.090 | -0.039 | -0.057 | -0.085 | -0.042 | -0.075 | -0.074 | -0.042 | -0.109 | -0.017 | -0.123 | -0.103 | 0.000 | -0.083 | -0.101 | -0.044 | -0.066 | -0.098 | 0.009 | 0.009 | 0.009 | 0.020 | -0.030 | NaN | 0.044 | -0.013 | 0.018 | 0.021 | -0.013 | -0.044 | -0.009 | -0.000 | -0.010 | -0.006 | -0.122 | -0.009 | -0.064 | 0.021 | -0.002 | 0.005 | -0.018 | -0.022 | 0.005 | 0.005 | 0.004 | -0.006 | -0.024 | -0.019 | 0.027 |
| FLAG_MOBIL | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| FLAG_EMP_PHONE | -0.002 | 0.014 | 0.155 | 0.084 | -0.009 | 0.019 | -0.010 | -0.002 | 0.340 | -0.388 | 0.108 | 0.107 | -0.030 | NaN | 1.000 | 0.118 | -0.014 | -0.033 | 0.022 | 0.120 | -0.024 | -0.025 | 0.025 | 0.001 | 0.059 | 0.056 | 0.019 | 0.096 | 0.090 | -0.201 | -0.012 | -0.050 | 0.007 | 0.003 | -0.011 | -0.014 | 0.001 | 0.002 | 0.014 | -0.003 | -0.000 | 0.011 | 0.007 | 0.002 | 0.005 | 0.002 | 0.007 | 0.002 | -0.010 | -0.013 | 0.007 | 0.003 | 0.015 | -0.000 | 0.001 | 0.009 | 0.009 | 0.005 | 0.005 | 0.002 | 0.007 | 0.002 | -0.011 | -0.013 | 0.003 | 0.002 | 0.014 | -0.002 | 0.001 | 0.012 | 0.007 | 0.003 | 0.003 | 0.005 | -0.002 | 0.014 | -0.002 | 0.013 | 0.005 | 0.018 | NaN | 0.103 | 0.002 | -0.021 | -0.574 | 0.004 | 0.091 | 0.016 | 0.002 | 0.019 | 0.002 | 0.027 | 0.008 | 0.012 | 0.018 | 0.003 | 0.015 | 0.006 | 0.008 | 0.004 | -0.010 | -0.022 | -0.001 | 0.022 | -0.019 | -0.031 |
| FLAG_WORK_PHONE | -0.004 | 0.015 | -0.017 | -0.018 | -0.032 | -0.032 | -0.012 | -0.007 | 0.071 | -0.059 | -0.002 | -0.010 | -0.031 | NaN | 0.118 | 1.000 | 0.028 | 0.318 | -0.067 | 0.000 | -0.011 | -0.002 | 0.037 | 0.053 | 0.040 | 0.028 | 0.070 | 0.098 | 0.085 | -0.026 | 0.003 | -0.048 | -0.006 | 0.002 | 0.010 | 0.011 | -0.012 | -0.005 | 0.012 | -0.015 | 0.001 | -0.006 | -0.005 | -0.007 | -0.004 | 0.005 | -0.000 | 0.005 | 0.013 | 0.012 | -0.008 | 0.002 | 0.019 | -0.012 | 0.003 | 0.000 | 0.000 | -0.000 | 0.004 | 0.018 | -0.005 | 0.002 | 0.009 | 0.011 | -0.010 | -0.004 | 0.012 | -0.016 | 0.000 | -0.006 | -0.004 | -0.005 | 0.000 | 0.008 | -0.008 | -0.016 | -0.002 | -0.015 | -0.005 | -0.057 | NaN | -0.007 | -0.005 | 0.039 | -0.068 | 0.002 | 0.016 | 0.014 | -0.005 | 0.158 | -0.005 | 0.000 | -0.018 | 0.008 | 0.001 | -0.007 | 0.049 | 0.023 | 0.022 | -0.008 | -0.016 | -0.019 | -0.004 | -0.005 | -0.021 | -0.058 |
| FLAG_CONT_MOBILE | 0.013 | 0.008 | -0.009 | -0.037 | 0.024 | 0.018 | 0.018 | -0.027 | 0.000 | -0.001 | -0.013 | 0.016 | 0.017 | NaN | -0.014 | 0.028 | 1.000 | 0.009 | -0.006 | -0.015 | 0.011 | 0.020 | -0.005 | -0.006 | 0.008 | -0.001 | 0.011 | 0.014 | 0.012 | -0.020 | -0.004 | 0.000 | -0.024 | -0.020 | -0.021 | -0.020 | -0.002 | -0.030 | 0.000 | -0.035 | -0.013 | -0.008 | -0.023 | -0.029 | -0.029 | -0.020 | -0.018 | -0.013 | -0.014 | -0.015 | -0.001 | -0.028 | -0.000 | -0.033 | -0.007 | 0.001 | -0.018 | -0.025 | -0.026 | -0.018 | -0.023 | -0.016 | -0.023 | -0.020 | -0.003 | -0.030 | 0.001 | -0.035 | -0.013 | -0.005 | -0.022 | -0.028 | -0.030 | -0.019 | -0.021 | 0.020 | 0.010 | 0.019 | 0.011 | -0.051 | NaN | 0.025 | 0.001 | 0.007 | 0.010 | 0.001 | -0.050 | 0.004 | 0.001 | 0.005 | 0.001 | -0.130 | -0.096 | 0.004 | -0.024 | 0.001 | -0.010 | 0.001 | 0.002 | 0.001 | 0.005 | 0.004 | -0.021 | 0.026 | 0.021 | 0.044 |
| FLAG_PHONE | -0.007 | -0.013 | -0.037 | 0.052 | 0.048 | 0.048 | 0.058 | 0.072 | -0.060 | -0.034 | -0.099 | -0.030 | -0.064 | NaN | -0.033 | 0.318 | 0.009 | 1.000 | 0.011 | -0.017 | -0.114 | -0.106 | 0.073 | 0.027 | 0.005 | 0.005 | -0.015 | -0.007 | 0.000 | 0.092 | 0.082 | -0.026 | 0.053 | 0.047 | -0.007 | -0.007 | 0.016 | 0.078 | 0.029 | 0.069 | 0.057 | -0.030 | 0.053 | 0.063 | 0.023 | 0.023 | 0.044 | 0.034 | -0.007 | -0.008 | 0.009 | 0.073 | 0.024 | 0.066 | 0.055 | -0.029 | 0.047 | 0.056 | 0.016 | 0.022 | 0.050 | 0.045 | -0.008 | -0.007 | 0.015 | 0.075 | 0.027 | 0.067 | 0.056 | -0.031 | 0.051 | 0.061 | 0.022 | 0.023 | 0.056 | -0.063 | -0.018 | -0.063 | -0.023 | -0.077 | NaN | -0.024 | 0.014 | 0.091 | 0.025 | 0.018 | 0.022 | 0.026 | 0.014 | 0.027 | -0.006 | 0.025 | 0.005 | 0.026 | 0.001 | 0.005 | 0.010 | 0.014 | 0.011 | 0.001 | 0.012 | 0.000 | 0.020 | 0.019 | 0.004 | -0.022 |
| FLAG_EMAIL | -0.005 | 0.005 | -0.007 | 0.091 | 0.006 | 0.063 | 0.002 | 0.043 | 0.025 | 0.008 | 0.017 | 0.014 | -0.033 | NaN | 0.022 | -0.067 | -0.006 | 0.011 | 1.000 | -0.018 | -0.069 | -0.062 | 0.008 | 0.005 | 0.005 | 0.007 | -0.017 | -0.016 | -0.016 | 0.052 | 0.009 | -0.070 | 0.039 | 0.032 | 0.014 | 0.014 | 0.024 | 0.052 | 0.002 | 0.059 | 0.064 | -0.010 | 0.037 | 0.045 | 0.003 | 0.005 | 0.036 | 0.021 | 0.013 | 0.013 | 0.019 | 0.052 | -0.001 | 0.059 | 0.061 | -0.016 | 0.036 | 0.041 | 0.002 | 0.001 | 0.039 | 0.029 | 0.014 | 0.014 | 0.023 | 0.052 | 0.002 | 0.059 | 0.063 | -0.010 | 0.038 | 0.045 | 0.004 | 0.005 | 0.047 | -0.021 | -0.015 | -0.020 | -0.010 | -0.005 | NaN | -0.011 | -0.004 | 0.003 | -0.002 | 0.007 | 0.027 | 0.023 | -0.004 | -0.014 | -0.004 | -0.011 | -0.008 | -0.009 | -0.012 | -0.005 | -0.018 | 0.001 | -0.005 | -0.006 | 0.008 | -0.016 | 0.019 | 0.062 | 0.035 | 0.070 |
| CNT_FAM_MEMBERS | 0.005 | -0.018 | 0.884 | -0.031 | 0.026 | 0.027 | 0.025 | -0.027 | 0.120 | -0.093 | 0.138 | -0.110 | -0.005 | NaN | 0.120 | 0.000 | -0.015 | -0.017 | -0.018 | 1.000 | 0.029 | 0.031 | -0.031 | -0.010 | -0.007 | -0.003 | -0.007 | 0.012 | 0.021 | -0.050 | 0.015 | 0.023 | -0.015 | -0.010 | 0.023 | 0.023 | -0.009 | -0.011 | -0.001 | -0.011 | -0.015 | 0.011 | -0.013 | -0.005 | -0.003 | 0.003 | -0.006 | -0.006 | 0.024 | 0.025 | -0.006 | -0.007 | 0.003 | -0.006 | -0.010 | 0.017 | -0.006 | -0.001 | 0.001 | 0.008 | -0.015 | -0.010 | 0.021 | 0.022 | -0.009 | -0.011 | -0.002 | -0.010 | -0.015 | 0.012 | -0.013 | -0.005 | -0.003 | 0.005 | -0.006 | 0.019 | -0.012 | 0.020 | -0.014 | -0.023 | NaN | 0.034 | -0.015 | -0.030 | -0.077 | -0.007 | 0.002 | -0.008 | -0.015 | -0.020 | -0.004 | -0.020 | -0.026 | 0.003 | 0.023 | 0.021 | -0.003 | -0.002 | -0.011 | -0.012 | 0.003 | -0.014 | 0.007 | -0.004 | -0.019 | -0.035 |
| REGION_RATING_CLIENT | -0.004 | 0.056 | 0.017 | -0.265 | -0.101 | -0.135 | -0.102 | -0.495 | 0.027 | -0.013 | 0.078 | -0.042 | 0.185 | NaN | -0.024 | -0.011 | 0.011 | -0.114 | -0.069 | 0.029 | 1.000 | 0.913 | -0.316 | -0.076 | -0.183 | -0.193 | -0.017 | -0.039 | -0.050 | -0.140 | -0.394 | 0.025 | -0.138 | -0.030 | 0.014 | 0.015 | -0.061 | -0.219 | 0.019 | -0.212 | -0.174 | 0.178 | -0.137 | -0.140 | -0.047 | -0.125 | -0.097 | 0.025 | 0.027 | 0.024 | -0.024 | -0.190 | 0.057 | -0.192 | -0.155 | 0.209 | -0.100 | -0.095 | -0.004 | -0.063 | -0.128 | -0.019 | 0.016 | 0.015 | -0.056 | -0.206 | 0.027 | -0.205 | -0.168 | 0.183 | -0.128 | -0.131 | -0.033 | -0.104 | -0.136 | 0.083 | 0.040 | 0.082 | 0.048 | -0.013 | NaN | 0.115 | 0.000 | -0.005 | 0.027 | 0.000 | -0.139 | -0.035 | 0.000 | 0.002 | 0.000 | -0.064 | -0.052 | -0.017 | 0.007 | -0.012 | -0.004 | -0.018 | 0.000 | -0.009 | -0.005 | -0.003 | 0.001 | -0.044 | 0.025 | 0.039 |
| REGION_RATING_CLIENT_W_CITY | -0.001 | 0.064 | 0.019 | -0.290 | -0.109 | -0.151 | -0.109 | -0.480 | 0.026 | -0.004 | 0.057 | -0.050 | 0.176 | NaN | -0.025 | -0.002 | 0.020 | -0.106 | -0.062 | 0.031 | 0.913 | 1.000 | -0.270 | -0.074 | -0.171 | -0.180 | -0.010 | -0.013 | -0.023 | -0.132 | -0.381 | 0.020 | -0.170 | -0.055 | -0.000 | 0.000 | -0.090 | -0.243 | 0.007 | -0.236 | -0.188 | 0.147 | -0.169 | -0.172 | -0.074 | -0.132 | -0.131 | -0.003 | 0.011 | 0.009 | -0.056 | -0.217 | 0.043 | -0.218 | -0.171 | 0.175 | -0.134 | -0.132 | -0.037 | -0.079 | -0.160 | -0.044 | 0.002 | 0.001 | -0.084 | -0.232 | 0.015 | -0.229 | -0.182 | 0.153 | -0.162 | -0.163 | -0.061 | -0.114 | -0.169 | 0.078 | 0.040 | 0.078 | 0.046 | -0.019 | NaN | 0.127 | 0.001 | -0.009 | 0.021 | 0.002 | -0.146 | -0.037 | 0.001 | -0.006 | 0.001 | -0.070 | -0.053 | -0.015 | 0.011 | -0.011 | -0.006 | -0.017 | 0.004 | -0.008 | -0.012 | -0.002 | 0.002 | -0.044 | 0.032 | 0.040 |
| HOUR_APPR_PROCESS_START | 0.001 | -0.017 | -0.025 | 0.073 | 0.034 | 0.030 | 0.040 | 0.181 | 0.035 | 0.017 | -0.032 | 0.016 | -0.124 | NaN | 0.025 | 0.037 | -0.005 | 0.073 | 0.008 | -0.031 | -0.316 | -0.270 | 1.000 | 0.047 | 0.066 | 0.064 | 0.011 | 0.004 | 0.008 | 0.072 | 0.183 | -0.033 | 0.078 | 0.015 | -0.010 | -0.012 | 0.019 | 0.109 | -0.008 | 0.109 | 0.094 | -0.051 | 0.073 | 0.071 | 0.032 | 0.049 | 0.064 | -0.003 | -0.017 | -0.017 | 0.008 | 0.100 | -0.017 | 0.101 | 0.087 | -0.058 | 0.064 | 0.056 | 0.019 | 0.032 | 0.076 | 0.012 | -0.011 | -0.014 | 0.018 | 0.105 | -0.010 | 0.107 | 0.092 | -0.052 | 0.071 | 0.071 | 0.029 | 0.044 | 0.066 | -0.020 | 0.004 | -0.019 | -0.003 | 0.002 | NaN | -0.051 | 0.015 | 0.023 | -0.014 | 0.007 | 0.036 | 0.002 | -0.013 | -0.008 | 0.014 | 0.038 | 0.022 | 0.015 | 0.014 | 0.009 | 0.020 | -0.001 | 0.004 | 0.010 | -0.012 | 0.007 | 0.002 | 0.012 | -0.010 | -0.049 |
| REG_REGION_NOT_LIVE_REGION | -0.011 | -0.011 | -0.006 | 0.078 | 0.012 | 0.025 | 0.015 | 0.010 | 0.021 | 0.038 | -0.003 | 0.021 | -0.028 | NaN | 0.001 | 0.053 | -0.006 | 0.027 | 0.005 | -0.010 | -0.076 | -0.074 | 0.047 | 1.000 | 0.350 | 0.115 | 0.415 | 0.144 | 0.051 | 0.005 | 0.039 | -0.026 | 0.010 | -0.002 | -0.000 | -0.000 | 0.013 | 0.017 | -0.002 | 0.022 | 0.006 | -0.039 | 0.011 | 0.010 | -0.002 | 0.013 | 0.004 | -0.010 | -0.000 | -0.001 | 0.006 | 0.013 | -0.013 | 0.022 | 0.003 | -0.039 | 0.003 | 0.002 | -0.010 | 0.007 | 0.009 | -0.004 | -0.000 | -0.000 | 0.012 | 0.016 | -0.005 | 0.021 | 0.003 | -0.040 | 0.009 | 0.010 | -0.003 | 0.009 | 0.010 | -0.023 | -0.010 | -0.022 | -0.011 | 0.009 | NaN | -0.032 | -0.001 | 0.006 | -0.020 | 0.038 | 0.029 | 0.004 | -0.001 | 0.029 | -0.001 | 0.003 | 0.001 | 0.002 | -0.012 | -0.002 | 0.004 | 0.027 | -0.004 | -0.002 | -0.010 | -0.009 | 0.001 | -0.005 | -0.012 | -0.009 |
| REG_REGION_NOT_WORK_REGION | -0.002 | -0.008 | 0.006 | 0.144 | 0.027 | 0.054 | 0.028 | 0.084 | 0.045 | 0.036 | 0.013 | 0.023 | -0.042 | NaN | 0.059 | 0.040 | 0.008 | 0.005 | 0.005 | -0.007 | -0.183 | -0.171 | 0.066 | 0.350 | 1.000 | 0.885 | 0.160 | 0.321 | 0.279 | -0.018 | 0.062 | -0.043 | 0.005 | -0.023 | 0.027 | 0.026 | 0.008 | 0.027 | -0.019 | 0.029 | 0.025 | -0.027 | 0.008 | 0.008 | -0.001 | 0.009 | 0.007 | -0.020 | 0.028 | 0.026 | 0.009 | 0.030 | -0.016 | 0.031 | 0.028 | -0.023 | 0.008 | 0.012 | -0.000 | 0.010 | 0.006 | -0.023 | 0.027 | 0.026 | 0.007 | 0.028 | -0.020 | 0.030 | 0.025 | -0.026 | 0.008 | 0.009 | 0.000 | 0.008 | 0.012 | -0.035 | -0.013 | -0.035 | -0.018 | 0.036 | NaN | -0.039 | -0.002 | 0.008 | -0.035 | 0.015 | 0.055 | 0.006 | -0.002 | 0.013 | -0.002 | 0.023 | 0.015 | 0.003 | -0.001 | -0.003 | 0.003 | -0.006 | 0.025 | -0.004 | -0.011 | -0.000 | -0.009 | 0.000 | 0.003 | -0.022 |
| LIVE_REGION_NOT_WORK_REGION | 0.004 | -0.001 | 0.009 | 0.138 | 0.036 | 0.056 | 0.038 | 0.112 | 0.037 | 0.025 | 0.015 | 0.020 | -0.040 | NaN | 0.056 | 0.028 | -0.001 | 0.005 | 0.007 | -0.003 | -0.193 | -0.180 | 0.064 | 0.115 | 0.885 | 1.000 | 0.045 | 0.268 | 0.311 | -0.010 | 0.062 | -0.041 | 0.015 | -0.013 | 0.022 | 0.021 | 0.020 | 0.036 | -0.013 | 0.037 | 0.037 | -0.022 | 0.018 | 0.017 | 0.008 | 0.015 | 0.016 | -0.011 | 0.022 | 0.021 | 0.022 | 0.037 | -0.013 | 0.037 | 0.038 | -0.020 | 0.017 | 0.018 | 0.005 | 0.014 | 0.016 | -0.014 | 0.022 | 0.021 | 0.020 | 0.036 | -0.015 | 0.037 | 0.037 | -0.022 | 0.018 | 0.017 | 0.008 | 0.014 | 0.020 | -0.030 | -0.013 | -0.030 | -0.016 | 0.033 | NaN | -0.042 | -0.002 | 0.001 | -0.032 | -0.004 | 0.059 | 0.002 | -0.002 | 0.001 | -0.002 | 0.019 | 0.024 | 0.006 | 0.002 | -0.003 | 0.010 | 0.010 | 0.027 | -0.004 | -0.009 | 0.002 | -0.014 | 0.004 | -0.001 | -0.017 |
| REG_CITY_NOT_LIVE_CITY | -0.000 | 0.001 | -0.003 | 0.027 | -0.011 | -0.010 | -0.010 | -0.000 | 0.064 | 0.044 | -0.011 | 0.024 | -0.002 | NaN | 0.019 | 0.070 | 0.011 | -0.015 | -0.017 | -0.007 | -0.017 | -0.010 | 0.011 | 0.415 | 0.160 | 0.045 | 1.000 | 0.346 | 0.136 | -0.041 | 0.002 | -0.034 | -0.037 | -0.024 | 0.009 | 0.009 | -0.023 | -0.035 | -0.020 | -0.039 | -0.031 | -0.032 | -0.035 | -0.038 | -0.031 | -0.022 | -0.035 | -0.022 | 0.012 | 0.010 | -0.021 | -0.034 | -0.018 | -0.037 | -0.030 | -0.025 | -0.035 | -0.036 | -0.027 | -0.015 | -0.036 | -0.023 | 0.010 | 0.009 | -0.022 | -0.034 | -0.019 | -0.038 | -0.031 | -0.030 | -0.034 | -0.038 | -0.029 | -0.021 | -0.037 | -0.014 | -0.004 | -0.015 | -0.000 | 0.034 | NaN | -0.023 | -0.002 | -0.010 | -0.015 | -0.004 | 0.014 | 0.001 | -0.002 | 0.044 | -0.002 | 0.002 | -0.015 | -0.007 | -0.002 | -0.003 | -0.009 | -0.005 | -0.007 | -0.003 | -0.016 | 0.003 | -0.001 | -0.010 | -0.001 | -0.015 |
| REG_CITY_NOT_WORK_CITY | -0.003 | 0.012 | 0.017 | 0.039 | -0.012 | -0.007 | -0.009 | 0.003 | 0.090 | 0.040 | 0.039 | 0.022 | 0.005 | NaN | 0.096 | 0.098 | 0.014 | -0.007 | -0.016 | 0.012 | -0.039 | -0.013 | 0.004 | 0.144 | 0.321 | 0.268 | 0.346 | 1.000 | 0.880 | -0.082 | -0.013 | -0.024 | -0.106 | -0.061 | 0.028 | 0.028 | -0.057 | -0.102 | -0.033 | -0.110 | -0.097 | -0.029 | -0.106 | -0.108 | -0.051 | -0.027 | -0.092 | -0.047 | 0.031 | 0.030 | -0.052 | -0.090 | -0.019 | -0.102 | -0.090 | -0.021 | -0.096 | -0.094 | -0.040 | -0.010 | -0.102 | -0.059 | 0.029 | 0.028 | -0.055 | -0.097 | -0.030 | -0.106 | -0.095 | -0.027 | -0.103 | -0.105 | -0.046 | -0.021 | -0.100 | 0.008 | -0.005 | 0.008 | -0.004 | 0.032 | NaN | -0.004 | -0.004 | 0.007 | -0.059 | 0.020 | 0.015 | -0.011 | -0.004 | 0.029 | -0.004 | -0.001 | -0.011 | -0.015 | -0.001 | -0.005 | 0.010 | -0.010 | 0.001 | 0.009 | -0.017 | -0.002 | -0.003 | -0.003 | 0.004 | -0.015 |
| LIVE_CITY_NOT_WORK_CITY | 0.011 | 0.004 | 0.022 | 0.036 | -0.007 | -0.004 | -0.003 | 0.015 | 0.072 | 0.022 | 0.041 | 0.014 | 0.009 | NaN | 0.090 | 0.085 | 0.012 | 0.000 | -0.016 | 0.021 | -0.050 | -0.023 | 0.008 | 0.051 | 0.279 | 0.311 | 0.136 | 0.880 | 1.000 | -0.069 | -0.008 | -0.015 | -0.086 | -0.050 | 0.018 | 0.018 | -0.039 | -0.093 | -0.024 | -0.097 | -0.083 | -0.023 | -0.087 | -0.092 | -0.039 | -0.023 | -0.073 | -0.036 | 0.021 | 0.021 | -0.032 | -0.083 | -0.011 | -0.089 | -0.076 | -0.017 | -0.078 | -0.078 | -0.030 | -0.007 | -0.083 | -0.047 | 0.019 | 0.019 | -0.037 | -0.089 | -0.021 | -0.093 | -0.081 | -0.021 | -0.084 | -0.090 | -0.036 | -0.018 | -0.083 | 0.011 | -0.005 | 0.011 | -0.003 | 0.025 | NaN | -0.006 | -0.004 | 0.006 | -0.058 | 0.021 | 0.013 | -0.009 | -0.004 | 0.007 | -0.004 | 0.002 | -0.005 | -0.012 | 0.001 | -0.005 | 0.012 | -0.009 | 0.003 | 0.010 | -0.014 | -0.002 | -0.003 | -0.005 | -0.004 | -0.015 |
| EXT_SOURCE_1 | -0.009 | -0.129 | -0.101 | 0.121 | 0.166 | 0.141 | 0.179 | 0.126 | -0.537 | -0.087 | -0.135 | -0.055 | -0.119 | NaN | -0.201 | -0.026 | -0.020 | 0.092 | 0.052 | -0.050 | -0.140 | -0.132 | 0.072 | 0.005 | -0.018 | -0.010 | -0.041 | -0.082 | -0.069 | 1.000 | 0.218 | 0.131 | 0.068 | 0.043 | 0.035 | 0.032 | 0.037 | 0.098 | 0.013 | 0.108 | 0.075 | -0.011 | 0.065 | 0.089 | 0.052 | 0.074 | 0.054 | 0.024 | 0.030 | 0.028 | 0.026 | 0.090 | 0.002 | 0.101 | 0.068 | -0.019 | 0.052 | 0.073 | 0.040 | 0.058 | 0.066 | 0.040 | 0.034 | 0.031 | 0.036 | 0.096 | 0.012 | 0.106 | 0.073 | -0.012 | 0.063 | 0.086 | 0.051 | 0.070 | 0.085 | -0.059 | -0.027 | -0.058 | -0.029 | -0.101 | NaN | -0.037 | -0.005 | 0.008 | 0.139 | -0.007 | -0.026 | 0.009 | 0.003 | -0.004 | -0.004 | 0.015 | 0.011 | 0.017 | -0.003 | -0.012 | 0.004 | 0.016 | 0.000 | -0.013 | 0.009 | -0.011 | 0.015 | 0.018 | 0.011 | 0.001 |
| EXT_SOURCE_2 | 0.006 | -0.120 | 0.004 | 0.190 | 0.113 | 0.110 | 0.120 | 0.222 | -0.153 | -0.092 | -0.072 | -0.040 | -0.135 | NaN | -0.012 | 0.003 | -0.004 | 0.082 | 0.009 | 0.015 | -0.394 | -0.381 | 0.183 | 0.039 | 0.062 | 0.062 | 0.002 | -0.013 | -0.008 | 0.218 | 1.000 | 0.099 | 0.079 | 0.019 | 0.030 | 0.028 | 0.018 | 0.135 | -0.017 | 0.137 | 0.095 | -0.064 | 0.074 | 0.087 | 0.037 | 0.063 | 0.059 | -0.009 | 0.022 | 0.022 | -0.002 | 0.121 | -0.036 | 0.127 | 0.084 | -0.081 | 0.056 | 0.062 | 0.018 | 0.031 | 0.074 | 0.015 | 0.029 | 0.027 | 0.015 | 0.130 | -0.020 | 0.133 | 0.092 | -0.066 | 0.070 | 0.083 | 0.030 | 0.052 | 0.079 | -0.043 | -0.037 | -0.043 | -0.038 | -0.162 | NaN | -0.066 | -0.003 | 0.026 | -0.001 | 0.014 | 0.059 | -0.000 | 0.004 | -0.023 | 0.010 | 0.050 | 0.026 | -0.006 | 0.001 | -0.012 | -0.000 | 0.009 | 0.016 | 0.018 | -0.004 | -0.027 | 0.002 | 0.034 | -0.004 | -0.043 |
| EXT_SOURCE_3 | -0.021 | -0.147 | 0.003 | -0.069 | 0.029 | 0.014 | 0.037 | -0.040 | -0.148 | -0.102 | -0.046 | -0.124 | -0.000 | NaN | -0.050 | -0.048 | 0.000 | -0.026 | -0.070 | 0.023 | 0.025 | 0.020 | -0.033 | -0.026 | -0.043 | -0.041 | -0.034 | -0.024 | -0.015 | 0.131 | 0.099 | 1.000 | -0.001 | -0.005 | 0.024 | 0.027 | 0.007 | 0.005 | 0.002 | 0.000 | -0.004 | 0.021 | -0.005 | 0.002 | 0.005 | 0.003 | 0.001 | -0.001 | 0.023 | 0.027 | 0.011 | 0.008 | 0.004 | 0.004 | -0.002 | 0.020 | -0.003 | 0.004 | 0.006 | 0.007 | -0.001 | -0.004 | 0.024 | 0.027 | 0.007 | 0.004 | 0.003 | 0.002 | -0.003 | 0.020 | -0.005 | 0.000 | 0.005 | 0.001 | 0.002 | -0.029 | -0.050 | -0.029 | -0.049 | -0.060 | NaN | -0.031 | -0.013 | 0.001 | 0.022 | 0.000 | -0.002 | -0.002 | -0.014 | -0.003 | -0.002 | 0.008 | 0.001 | -0.010 | 0.011 | -0.004 | -0.009 | 0.011 | -0.018 | 0.009 | -0.008 | -0.016 | -0.045 | -0.019 | 0.004 | -0.072 |
| APARTMENTS_AVG | -0.022 | -0.036 | -0.011 | 0.122 | 0.049 | 0.063 | 0.053 | 0.132 | -0.022 | -0.003 | 0.030 | -0.008 | -0.087 | NaN | 0.007 | -0.006 | -0.024 | 0.053 | 0.039 | -0.015 | -0.138 | -0.170 | 0.078 | 0.010 | 0.005 | 0.015 | -0.037 | -0.106 | -0.086 | 0.068 | 0.079 | -0.001 | 1.000 | 0.703 | 0.414 | 0.412 | 0.585 | 0.727 | 0.539 | 0.721 | 0.505 | 0.402 | 0.968 | 0.914 | 0.288 | 0.242 | 0.953 | 0.647 | 0.411 | 0.409 | 0.553 | 0.709 | 0.483 | 0.717 | 0.488 | 0.367 | 0.933 | 0.872 | 0.264 | 0.219 | 0.994 | 0.694 | 0.412 | 0.411 | 0.581 | 0.724 | 0.529 | 0.719 | 0.501 | 0.398 | 0.964 | 0.909 | 0.287 | 0.237 | 0.895 | -0.033 | -0.010 | -0.035 | -0.015 | 0.001 | NaN | -0.073 | 0.011 | 0.019 | -0.003 | 0.015 | 0.070 | -0.010 | -0.003 | 0.023 | 0.015 | 0.036 | 0.007 | 0.015 | 0.010 | -0.015 | 0.014 | 0.015 | -0.004 | 0.001 | 0.000 | -0.005 | 0.007 | 0.026 | -0.012 | -0.026 |
| BASEMENTAREA_AVG | -0.014 | -0.018 | -0.007 | 0.057 | 0.036 | 0.034 | 0.038 | 0.044 | -0.012 | -0.014 | -0.006 | -0.005 | -0.045 | NaN | 0.003 | 0.002 | -0.020 | 0.047 | 0.032 | -0.010 | -0.030 | -0.055 | 0.015 | -0.002 | -0.023 | -0.013 | -0.024 | -0.061 | -0.050 | 0.043 | 0.019 | -0.005 | 0.703 | 1.000 | 0.300 | 0.300 | 0.478 | 0.445 | 0.667 | 0.402 | 0.277 | 0.394 | 0.692 | 0.721 | 0.196 | 0.163 | 0.677 | 0.947 | 0.301 | 0.300 | 0.458 | 0.433 | 0.616 | 0.406 | 0.270 | 0.370 | 0.675 | 0.695 | 0.186 | 0.156 | 0.700 | 0.992 | 0.299 | 0.299 | 0.475 | 0.442 | 0.659 | 0.402 | 0.275 | 0.390 | 0.691 | 0.718 | 0.197 | 0.163 | 0.706 | -0.021 | -0.013 | -0.022 | -0.015 | 0.004 | NaN | -0.051 | 0.013 | -0.006 | 0.006 | 0.003 | 0.054 | -0.007 | 0.000 | 0.020 | 0.016 | 0.037 | 0.006 | 0.016 | 0.013 | 0.007 | 0.015 | 0.017 | -0.005 | -0.013 | -0.017 | 0.002 | 0.003 | 0.016 | -0.007 | -0.029 |
| YEARS_BEGINEXPLUATATION_AVG | -0.011 | -0.026 | 0.015 | 0.058 | 0.019 | 0.023 | 0.027 | -0.079 | 0.002 | -0.000 | 0.169 | -0.008 | -0.077 | NaN | -0.011 | 0.010 | -0.021 | -0.007 | 0.014 | 0.023 | 0.014 | -0.000 | -0.010 | -0.000 | 0.027 | 0.022 | 0.009 | 0.028 | 0.018 | 0.035 | 0.030 | 0.024 | 0.414 | 0.300 | 1.000 | 0.990 | 0.352 | 0.489 | 0.067 | 0.588 | 0.368 | 0.192 | 0.407 | 0.478 | 0.106 | 0.114 | 0.386 | 0.271 | 0.980 | 0.977 | 0.330 | 0.488 | 0.042 | 0.586 | 0.357 | 0.163 | 0.387 | 0.448 | 0.091 | 0.091 | 0.414 | 0.295 | 0.996 | 0.988 | 0.351 | 0.493 | 0.064 | 0.592 | 0.368 | 0.189 | 0.408 | 0.477 | 0.107 | 0.112 | 0.476 | -0.010 | -0.025 | -0.009 | -0.033 | 0.013 | NaN | -0.037 | -0.008 | 0.004 | 0.014 | 0.004 | 0.017 | -0.008 | -0.010 | -0.001 | 0.012 | -0.002 | -0.008 | -0.006 | 0.002 | 0.013 | 0.013 | 0.016 | 0.002 | 0.008 | -0.003 | -0.001 | -0.015 | 0.000 | -0.002 | -0.024 |
| YEARS_BUILD_AVG | -0.011 | -0.028 | 0.016 | 0.057 | 0.021 | 0.023 | 0.029 | -0.080 | 0.002 | -0.001 | 0.169 | -0.009 | -0.075 | NaN | -0.014 | 0.011 | -0.020 | -0.007 | 0.014 | 0.023 | 0.015 | 0.000 | -0.012 | -0.000 | 0.026 | 0.021 | 0.009 | 0.028 | 0.018 | 0.032 | 0.028 | 0.027 | 0.412 | 0.300 | 0.990 | 1.000 | 0.352 | 0.488 | 0.069 | 0.585 | 0.370 | 0.194 | 0.409 | 0.475 | 0.108 | 0.112 | 0.384 | 0.272 | 0.973 | 0.987 | 0.330 | 0.486 | 0.043 | 0.582 | 0.358 | 0.165 | 0.388 | 0.446 | 0.093 | 0.092 | 0.411 | 0.295 | 0.988 | 0.998 | 0.351 | 0.491 | 0.066 | 0.589 | 0.370 | 0.191 | 0.410 | 0.474 | 0.109 | 0.110 | 0.473 | -0.010 | -0.025 | -0.009 | -0.032 | 0.014 | NaN | -0.038 | -0.008 | 0.004 | 0.015 | 0.004 | 0.017 | -0.007 | -0.010 | -0.000 | 0.012 | -0.004 | -0.008 | -0.007 | 0.004 | 0.013 | 0.012 | 0.015 | 0.002 | 0.009 | -0.001 | 0.000 | -0.017 | 0.001 | -0.003 | -0.024 |
| COMMONAREA_AVG | -0.008 | -0.020 | -0.010 | 0.082 | 0.031 | 0.043 | 0.034 | 0.033 | -0.006 | -0.008 | 0.040 | 0.006 | -0.042 | NaN | 0.001 | -0.012 | -0.002 | 0.016 | 0.024 | -0.009 | -0.061 | -0.090 | 0.019 | 0.013 | 0.008 | 0.020 | -0.023 | -0.057 | -0.039 | 0.037 | 0.018 | 0.007 | 0.585 | 0.478 | 0.352 | 0.352 | 1.000 | 0.486 | 0.337 | 0.489 | 0.349 | 0.322 | 0.590 | 0.584 | 0.252 | 0.177 | 0.558 | 0.445 | 0.349 | 0.350 | 0.961 | 0.480 | 0.305 | 0.488 | 0.341 | 0.297 | 0.570 | 0.562 | 0.238 | 0.168 | 0.583 | 0.474 | 0.350 | 0.351 | 0.996 | 0.487 | 0.332 | 0.491 | 0.348 | 0.319 | 0.589 | 0.582 | 0.252 | 0.176 | 0.627 | -0.007 | -0.017 | -0.008 | -0.016 | 0.012 | NaN | -0.055 | 0.001 | 0.002 | 0.009 | 0.015 | 0.046 | -0.012 | -0.015 | 0.015 | 0.014 | 0.024 | -0.000 | 0.018 | 0.013 | 0.004 | 0.004 | 0.009 | 0.009 | 0.006 | -0.001 | -0.000 | 0.006 | 0.022 | -0.012 | -0.013 |
| ELEVATORS_AVG | -0.017 | -0.041 | -0.010 | 0.180 | 0.076 | 0.100 | 0.081 | 0.191 | -0.042 | 0.004 | 0.032 | -0.007 | -0.110 | NaN | 0.002 | -0.005 | -0.030 | 0.078 | 0.052 | -0.011 | -0.219 | -0.243 | 0.109 | 0.017 | 0.027 | 0.036 | -0.035 | -0.102 | -0.093 | 0.098 | 0.135 | 0.005 | 0.727 | 0.445 | 0.489 | 0.488 | 0.486 | 1.000 | 0.158 | 0.863 | 0.606 | 0.225 | 0.714 | 0.763 | 0.253 | 0.237 | 0.658 | 0.376 | 0.473 | 0.475 | 0.439 | 0.966 | 0.105 | 0.836 | 0.574 | 0.179 | 0.661 | 0.691 | 0.212 | 0.183 | 0.716 | 0.433 | 0.486 | 0.486 | 0.480 | 0.991 | 0.150 | 0.855 | 0.598 | 0.219 | 0.707 | 0.752 | 0.245 | 0.223 | 0.743 | -0.051 | -0.024 | -0.051 | -0.029 | 0.000 | NaN | -0.089 | -0.008 | 0.020 | -0.006 | 0.014 | 0.091 | 0.001 | -0.008 | 0.015 | 0.017 | 0.031 | 0.021 | 0.016 | 0.007 | 0.001 | 0.011 | 0.029 | -0.002 | 0.006 | 0.005 | -0.006 | -0.001 | 0.040 | -0.009 | -0.036 |
| ENTRANCES_AVG | 0.001 | -0.009 | -0.000 | -0.003 | -0.003 | -0.010 | -0.003 | -0.015 | -0.002 | -0.027 | -0.048 | -0.014 | -0.017 | NaN | 0.014 | 0.012 | 0.000 | 0.029 | 0.002 | -0.001 | 0.019 | 0.007 | -0.008 | -0.002 | -0.019 | -0.013 | -0.020 | -0.033 | -0.024 | 0.013 | -0.017 | 0.002 | 0.539 | 0.667 | 0.067 | 0.069 | 0.337 | 0.158 | 1.000 | 0.076 | 0.057 | 0.391 | 0.529 | 0.572 | 0.145 | 0.115 | 0.535 | 0.646 | 0.079 | 0.076 | 0.338 | 0.148 | 0.947 | 0.090 | 0.062 | 0.381 | 0.526 | 0.569 | 0.153 | 0.136 | 0.539 | 0.667 | 0.066 | 0.068 | 0.335 | 0.156 | 0.991 | 0.077 | 0.057 | 0.390 | 0.530 | 0.572 | 0.151 | 0.122 | 0.546 | -0.003 | 0.010 | -0.004 | 0.005 | 0.000 | NaN | -0.019 | 0.016 | 0.004 | -0.006 | -0.002 | 0.020 | -0.017 | -0.000 | 0.014 | 0.016 | 0.033 | 0.001 | 0.011 | 0.006 | -0.000 | -0.003 | 0.008 | -0.011 | -0.013 | -0.011 | 0.015 | 0.010 | 0.000 | -0.008 | -0.011 |
| FLOORSMAX_AVG | -0.019 | -0.051 | -0.010 | 0.194 | 0.083 | 0.109 | 0.089 | 0.189 | -0.042 | 0.008 | 0.056 | -0.001 | -0.123 | NaN | -0.003 | -0.015 | -0.035 | 0.069 | 0.059 | -0.011 | -0.212 | -0.236 | 0.109 | 0.022 | 0.029 | 0.037 | -0.039 | -0.110 | -0.097 | 0.108 | 0.137 | 0.000 | 0.721 | 0.402 | 0.588 | 0.585 | 0.489 | 0.863 | 0.076 | 1.000 | 0.689 | 0.215 | 0.707 | 0.752 | 0.265 | 0.258 | 0.667 | 0.343 | 0.571 | 0.571 | 0.446 | 0.839 | 0.027 | 0.975 | 0.655 | 0.171 | 0.666 | 0.698 | 0.222 | 0.199 | 0.712 | 0.390 | 0.586 | 0.584 | 0.484 | 0.857 | 0.067 | 0.994 | 0.682 | 0.209 | 0.702 | 0.744 | 0.257 | 0.243 | 0.740 | -0.057 | -0.037 | -0.057 | -0.040 | 0.006 | NaN | -0.102 | -0.005 | 0.021 | 0.005 | 0.015 | 0.097 | 0.006 | -0.005 | 0.015 | 0.012 | 0.032 | 0.018 | 0.012 | 0.008 | 0.005 | 0.017 | 0.020 | 0.003 | 0.009 | 0.009 | -0.004 | -0.004 | 0.038 | -0.008 | -0.035 |
| FLOORSMIN_AVG | -0.010 | -0.032 | -0.013 | 0.127 | 0.053 | 0.073 | 0.056 | 0.183 | -0.025 | 0.007 | 0.025 | -0.005 | -0.103 | NaN | -0.000 | 0.001 | -0.013 | 0.057 | 0.064 | -0.015 | -0.174 | -0.188 | 0.094 | 0.006 | 0.025 | 0.037 | -0.031 | -0.097 | -0.083 | 0.075 | 0.095 | -0.004 | 0.505 | 0.277 | 0.368 | 0.370 | 0.349 | 0.606 | 0.057 | 0.689 | 1.000 | 0.170 | 0.495 | 0.537 | 0.183 | 0.148 | 0.468 | 0.238 | 0.358 | 0.361 | 0.324 | 0.597 | 0.027 | 0.676 | 0.981 | 0.143 | 0.465 | 0.501 | 0.156 | 0.111 | 0.500 | 0.269 | 0.367 | 0.369 | 0.346 | 0.604 | 0.051 | 0.686 | 0.996 | 0.168 | 0.491 | 0.533 | 0.177 | 0.137 | 0.519 | -0.047 | -0.017 | -0.046 | -0.018 | 0.014 | NaN | -0.079 | -0.001 | 0.017 | 0.003 | 0.019 | 0.075 | -0.002 | -0.016 | 0.016 | 0.013 | 0.030 | 0.015 | 0.011 | -0.003 | -0.010 | 0.007 | 0.018 | 0.006 | 0.013 | 0.009 | -0.001 | 0.002 | 0.030 | -0.002 | -0.027 |
| LANDAREA_AVG | -0.009 | -0.006 | 0.001 | -0.060 | -0.033 | -0.034 | -0.029 | -0.120 | -0.002 | -0.013 | 0.013 | -0.033 | -0.002 | NaN | 0.011 | -0.006 | -0.008 | -0.030 | -0.010 | 0.011 | 0.178 | 0.147 | -0.051 | -0.039 | -0.027 | -0.022 | -0.032 | -0.029 | -0.023 | -0.011 | -0.064 | 0.021 | 0.402 | 0.394 | 0.192 | 0.194 | 0.322 | 0.225 | 0.391 | 0.215 | 0.170 | 1.000 | 0.397 | 0.422 | 0.129 | 0.064 | 0.403 | 0.391 | 0.199 | 0.199 | 0.332 | 0.230 | 0.379 | 0.221 | 0.173 | 0.962 | 0.402 | 0.423 | 0.141 | 0.085 | 0.405 | 0.396 | 0.193 | 0.194 | 0.324 | 0.229 | 0.392 | 0.218 | 0.172 | 0.995 | 0.400 | 0.425 | 0.137 | 0.075 | 0.410 | 0.016 | 0.012 | 0.016 | 0.020 | 0.020 | NaN | 0.037 | 0.008 | 0.012 | -0.012 | 0.008 | -0.038 | -0.028 | -0.006 | -0.008 | 0.016 | 0.001 | -0.023 | 0.002 | 0.007 | 0.002 | 0.000 | 0.011 | 0.009 | -0.004 | -0.008 | 0.005 | 0.012 | 0.003 | 0.006 | -0.003 |
| LIVINGAPARTMENTS_AVG | -0.021 | -0.034 | -0.007 | 0.119 | 0.044 | 0.058 | 0.048 | 0.128 | -0.021 | -0.002 | 0.027 | -0.007 | -0.083 | NaN | 0.007 | -0.005 | -0.023 | 0.053 | 0.037 | -0.013 | -0.137 | -0.169 | 0.073 | 0.011 | 0.008 | 0.018 | -0.035 | -0.106 | -0.087 | 0.065 | 0.074 | -0.005 | 0.968 | 0.692 | 0.407 | 0.409 | 0.590 | 0.714 | 0.529 | 0.707 | 0.495 | 0.397 | 1.000 | 0.897 | 0.263 | 0.218 | 0.921 | 0.638 | 0.404 | 0.406 | 0.559 | 0.696 | 0.474 | 0.703 | 0.479 | 0.362 | 0.964 | 0.853 | 0.239 | 0.195 | 0.961 | 0.684 | 0.405 | 0.408 | 0.586 | 0.710 | 0.519 | 0.705 | 0.491 | 0.392 | 0.995 | 0.890 | 0.261 | 0.212 | 0.873 | -0.032 | -0.008 | -0.033 | -0.010 | 0.004 | NaN | -0.072 | 0.010 | 0.015 | -0.005 | 0.015 | 0.074 | -0.007 | -0.003 | 0.023 | 0.015 | 0.035 | 0.012 | 0.014 | 0.014 | 0.002 | 0.015 | 0.015 | -0.003 | 0.001 | -0.002 | -0.005 | 0.006 | 0.027 | -0.013 | -0.033 |
| LIVINGAREA_AVG | -0.018 | -0.040 | -0.006 | 0.139 | 0.058 | 0.076 | 0.063 | 0.129 | -0.029 | -0.015 | 0.026 | -0.009 | -0.103 | NaN | 0.002 | -0.007 | -0.029 | 0.063 | 0.045 | -0.005 | -0.140 | -0.172 | 0.071 | 0.010 | 0.008 | 0.017 | -0.038 | -0.108 | -0.092 | 0.089 | 0.087 | 0.002 | 0.914 | 0.721 | 0.478 | 0.475 | 0.584 | 0.763 | 0.572 | 0.752 | 0.537 | 0.422 | 0.897 | 1.000 | 0.279 | 0.229 | 0.867 | 0.660 | 0.473 | 0.470 | 0.551 | 0.743 | 0.514 | 0.745 | 0.518 | 0.382 | 0.861 | 0.950 | 0.254 | 0.202 | 0.908 | 0.712 | 0.476 | 0.474 | 0.580 | 0.759 | 0.563 | 0.751 | 0.533 | 0.416 | 0.893 | 0.994 | 0.277 | 0.224 | 0.937 | -0.036 | -0.013 | -0.036 | -0.019 | 0.004 | NaN | -0.083 | 0.010 | 0.020 | 0.003 | 0.014 | 0.080 | -0.015 | -0.003 | 0.021 | 0.016 | 0.032 | 0.017 | 0.017 | 0.010 | 0.007 | 0.010 | 0.021 | 0.006 | 0.003 | -0.001 | -0.002 | 0.007 | 0.030 | -0.007 | -0.032 |
| NONLIVINGAPARTMENTS_AVG | 0.006 | -0.017 | -0.005 | 0.062 | 0.031 | 0.037 | 0.037 | 0.073 | -0.017 | -0.012 | 0.055 | 0.011 | -0.047 | NaN | 0.005 | -0.004 | -0.029 | 0.023 | 0.003 | -0.003 | -0.047 | -0.074 | 0.032 | -0.002 | -0.001 | 0.008 | -0.031 | -0.051 | -0.039 | 0.052 | 0.037 | 0.005 | 0.288 | 0.196 | 0.106 | 0.108 | 0.252 | 0.253 | 0.145 | 0.265 | 0.183 | 0.129 | 0.263 | 0.279 | 1.000 | 0.702 | 0.249 | 0.153 | 0.093 | 0.098 | 0.221 | 0.230 | 0.109 | 0.250 | 0.166 | 0.100 | 0.232 | 0.241 | 0.931 | 0.665 | 0.282 | 0.189 | 0.105 | 0.107 | 0.248 | 0.246 | 0.138 | 0.262 | 0.179 | 0.126 | 0.257 | 0.273 | 0.982 | 0.696 | 0.297 | -0.036 | -0.015 | -0.036 | -0.008 | 0.007 | NaN | -0.027 | 0.015 | 0.005 | 0.008 | 0.003 | 0.027 | 0.003 | -0.008 | 0.008 | 0.017 | 0.014 | 0.019 | 0.018 | -0.000 | -0.011 | -0.013 | 0.003 | -0.009 | -0.014 | 0.005 | 0.008 | 0.006 | 0.027 | 0.009 | -0.003 |
| NONLIVINGAREA_AVG | -0.003 | -0.021 | 0.006 | 0.096 | 0.041 | 0.045 | 0.048 | 0.106 | -0.026 | -0.010 | 0.051 | 0.002 | -0.070 | NaN | 0.002 | 0.005 | -0.020 | 0.023 | 0.005 | 0.003 | -0.125 | -0.132 | 0.049 | 0.013 | 0.009 | 0.015 | -0.022 | -0.027 | -0.023 | 0.074 | 0.063 | 0.003 | 0.242 | 0.163 | 0.114 | 0.112 | 0.177 | 0.237 | 0.115 | 0.258 | 0.148 | 0.064 | 0.218 | 0.229 | 0.702 | 1.000 | 0.193 | 0.106 | 0.092 | 0.097 | 0.138 | 0.205 | 0.071 | 0.232 | 0.127 | 0.023 | 0.183 | 0.177 | 0.652 | 0.895 | 0.233 | 0.155 | 0.113 | 0.111 | 0.171 | 0.227 | 0.108 | 0.255 | 0.144 | 0.059 | 0.212 | 0.221 | 0.690 | 0.975 | 0.272 | -0.033 | -0.023 | -0.033 | -0.021 | 0.014 | NaN | -0.051 | 0.007 | 0.009 | 0.009 | 0.014 | 0.041 | 0.015 | -0.009 | -0.001 | 0.017 | 0.026 | 0.026 | 0.014 | 0.002 | -0.013 | -0.005 | 0.017 | -0.017 | -0.016 | 0.016 | 0.018 | 0.009 | 0.020 | 0.005 | -0.003 |
| APARTMENTS_MODE | -0.021 | -0.032 | -0.003 | 0.100 | 0.039 | 0.049 | 0.042 | 0.103 | -0.019 | -0.002 | 0.029 | -0.008 | -0.076 | NaN | 0.007 | -0.000 | -0.018 | 0.044 | 0.036 | -0.006 | -0.097 | -0.131 | 0.064 | 0.004 | 0.007 | 0.016 | -0.035 | -0.092 | -0.073 | 0.054 | 0.059 | 0.001 | 0.953 | 0.677 | 0.386 | 0.384 | 0.558 | 0.658 | 0.535 | 0.667 | 0.468 | 0.403 | 0.921 | 0.867 | 0.249 | 0.193 | 1.000 | 0.686 | 0.405 | 0.396 | 0.565 | 0.689 | 0.544 | 0.695 | 0.472 | 0.409 | 0.950 | 0.902 | 0.269 | 0.239 | 0.961 | 0.678 | 0.384 | 0.383 | 0.559 | 0.665 | 0.537 | 0.670 | 0.467 | 0.404 | 0.926 | 0.873 | 0.259 | 0.206 | 0.858 | -0.023 | -0.010 | -0.024 | -0.016 | -0.003 | NaN | -0.062 | 0.011 | 0.022 | -0.000 | 0.016 | 0.058 | -0.011 | -0.002 | 0.026 | 0.015 | 0.033 | 0.001 | 0.016 | 0.008 | -0.014 | 0.014 | 0.016 | -0.001 | 0.002 | -0.003 | -0.006 | 0.007 | 0.023 | -0.015 | -0.026 |
| BASEMENTAREA_MODE | -0.015 | -0.011 | -0.004 | 0.027 | 0.025 | 0.018 | 0.027 | 0.002 | -0.009 | -0.014 | -0.001 | -0.004 | -0.032 | NaN | 0.002 | 0.005 | -0.013 | 0.034 | 0.021 | -0.006 | 0.025 | -0.003 | -0.003 | -0.010 | -0.020 | -0.011 | -0.022 | -0.047 | -0.036 | 0.024 | -0.009 | -0.001 | 0.647 | 0.947 | 0.271 | 0.272 | 0.445 | 0.376 | 0.646 | 0.343 | 0.238 | 0.391 | 0.638 | 0.660 | 0.153 | 0.106 | 0.686 | 1.000 | 0.294 | 0.291 | 0.469 | 0.403 | 0.657 | 0.371 | 0.248 | 0.412 | 0.674 | 0.704 | 0.193 | 0.175 | 0.655 | 0.953 | 0.271 | 0.272 | 0.448 | 0.383 | 0.649 | 0.347 | 0.238 | 0.394 | 0.645 | 0.668 | 0.169 | 0.128 | 0.656 | -0.010 | -0.009 | -0.011 | -0.012 | 0.003 | NaN | -0.038 | 0.013 | -0.004 | 0.008 | 0.004 | 0.036 | -0.008 | 0.001 | 0.025 | 0.016 | 0.030 | 0.002 | 0.015 | 0.013 | 0.008 | 0.017 | 0.018 | -0.002 | -0.011 | -0.018 | 0.003 | 0.003 | 0.010 | -0.007 | -0.026 |
| YEARS_BEGINEXPLUATATION_MODE | -0.012 | -0.025 | 0.017 | 0.051 | 0.016 | 0.019 | 0.024 | -0.088 | 0.003 | -0.003 | 0.163 | -0.009 | -0.074 | NaN | -0.010 | 0.013 | -0.014 | -0.007 | 0.013 | 0.024 | 0.027 | 0.011 | -0.017 | -0.000 | 0.028 | 0.022 | 0.012 | 0.031 | 0.021 | 0.030 | 0.022 | 0.023 | 0.411 | 0.301 | 0.980 | 0.973 | 0.349 | 0.473 | 0.079 | 0.571 | 0.358 | 0.199 | 0.404 | 0.473 | 0.093 | 0.092 | 0.405 | 0.294 | 1.000 | 0.985 | 0.340 | 0.490 | 0.073 | 0.587 | 0.357 | 0.186 | 0.398 | 0.466 | 0.095 | 0.101 | 0.413 | 0.298 | 0.980 | 0.973 | 0.349 | 0.481 | 0.078 | 0.577 | 0.359 | 0.196 | 0.406 | 0.474 | 0.097 | 0.096 | 0.473 | -0.007 | -0.026 | -0.006 | -0.032 | 0.014 | NaN | -0.035 | -0.007 | 0.007 | 0.014 | 0.005 | 0.012 | -0.010 | -0.010 | 0.001 | 0.012 | -0.001 | -0.008 | -0.005 | 0.001 | 0.014 | 0.014 | 0.013 | 0.003 | 0.009 | -0.004 | -0.003 | -0.013 | -0.003 | -0.004 | -0.024 |
| YEARS_BUILD_MODE | -0.012 | -0.026 | 0.018 | 0.051 | 0.020 | 0.021 | 0.028 | -0.088 | 0.003 | -0.004 | 0.167 | -0.010 | -0.073 | NaN | -0.013 | 0.012 | -0.015 | -0.008 | 0.013 | 0.025 | 0.024 | 0.009 | -0.017 | -0.001 | 0.026 | 0.021 | 0.010 | 0.030 | 0.021 | 0.028 | 0.022 | 0.027 | 0.409 | 0.300 | 0.977 | 0.987 | 0.350 | 0.475 | 0.076 | 0.571 | 0.361 | 0.199 | 0.406 | 0.470 | 0.098 | 0.097 | 0.396 | 0.291 | 0.985 | 1.000 | 0.340 | 0.488 | 0.066 | 0.581 | 0.361 | 0.183 | 0.400 | 0.460 | 0.101 | 0.102 | 0.410 | 0.297 | 0.977 | 0.987 | 0.350 | 0.482 | 0.075 | 0.577 | 0.362 | 0.197 | 0.408 | 0.472 | 0.102 | 0.100 | 0.469 | -0.007 | -0.025 | -0.007 | -0.031 | 0.013 | NaN | -0.036 | -0.007 | 0.006 | 0.015 | 0.005 | 0.014 | -0.008 | -0.010 | -0.000 | 0.012 | -0.005 | -0.009 | -0.005 | 0.004 | 0.014 | 0.013 | 0.012 | 0.002 | 0.009 | -0.004 | -0.002 | -0.016 | -0.000 | -0.005 | -0.023 |
| COMMONAREA_MODE | -0.008 | -0.017 | -0.008 | 0.060 | 0.022 | 0.032 | 0.026 | 0.008 | 0.000 | -0.011 | 0.037 | 0.007 | -0.035 | NaN | 0.007 | -0.008 | -0.001 | 0.009 | 0.019 | -0.006 | -0.024 | -0.056 | 0.008 | 0.006 | 0.009 | 0.022 | -0.021 | -0.052 | -0.032 | 0.026 | -0.002 | 0.011 | 0.553 | 0.458 | 0.330 | 0.330 | 0.961 | 0.439 | 0.338 | 0.446 | 0.324 | 0.332 | 0.559 | 0.551 | 0.221 | 0.138 | 0.565 | 0.469 | 0.340 | 0.340 | 1.000 | 0.459 | 0.338 | 0.461 | 0.329 | 0.337 | 0.579 | 0.574 | 0.251 | 0.187 | 0.559 | 0.462 | 0.329 | 0.329 | 0.966 | 0.449 | 0.341 | 0.450 | 0.325 | 0.333 | 0.565 | 0.556 | 0.236 | 0.157 | 0.601 | -0.002 | -0.014 | -0.003 | -0.014 | 0.012 | NaN | -0.047 | 0.002 | 0.004 | 0.009 | 0.016 | 0.032 | -0.012 | -0.015 | 0.019 | 0.014 | 0.024 | -0.008 | 0.014 | 0.009 | 0.005 | 0.001 | 0.010 | 0.011 | 0.007 | -0.003 | 0.000 | 0.006 | 0.023 | -0.012 | -0.014 |
| ELEVATORS_MODE | -0.015 | -0.038 | -0.007 | 0.164 | 0.069 | 0.092 | 0.073 | 0.171 | -0.039 | 0.003 | 0.037 | -0.008 | -0.107 | NaN | 0.003 | 0.002 | -0.028 | 0.073 | 0.052 | -0.007 | -0.190 | -0.217 | 0.100 | 0.013 | 0.030 | 0.037 | -0.034 | -0.090 | -0.083 | 0.090 | 0.121 | 0.008 | 0.709 | 0.433 | 0.488 | 0.486 | 0.480 | 0.966 | 0.148 | 0.839 | 0.597 | 0.230 | 0.696 | 0.743 | 0.230 | 0.205 | 0.689 | 0.403 | 0.490 | 0.488 | 0.459 | 1.000 | 0.135 | 0.851 | 0.587 | 0.210 | 0.680 | 0.719 | 0.221 | 0.203 | 0.707 | 0.425 | 0.487 | 0.486 | 0.478 | 0.975 | 0.144 | 0.841 | 0.595 | 0.227 | 0.695 | 0.741 | 0.231 | 0.205 | 0.730 | -0.044 | -0.019 | -0.044 | -0.027 | -0.004 | NaN | -0.081 | -0.008 | 0.022 | -0.004 | 0.015 | 0.082 | 0.000 | -0.008 | 0.019 | 0.017 | 0.029 | 0.015 | 0.015 | 0.003 | 0.002 | 0.010 | 0.026 | 0.000 | 0.008 | 0.003 | -0.009 | -0.001 | 0.039 | -0.009 | -0.035 |
| ENTRANCES_MODE | 0.002 | -0.007 | 0.004 | -0.023 | -0.006 | -0.018 | -0.006 | -0.040 | 0.002 | -0.028 | -0.040 | -0.014 | -0.007 | NaN | 0.015 | 0.019 | -0.000 | 0.024 | -0.001 | 0.003 | 0.057 | 0.043 | -0.017 | -0.013 | -0.016 | -0.013 | -0.018 | -0.019 | -0.011 | 0.002 | -0.036 | 0.004 | 0.483 | 0.616 | 0.042 | 0.043 | 0.305 | 0.105 | 0.947 | 0.027 | 0.027 | 0.379 | 0.474 | 0.514 | 0.109 | 0.071 | 0.544 | 0.657 | 0.073 | 0.066 | 0.338 | 0.135 | 1.000 | 0.064 | 0.050 | 0.408 | 0.519 | 0.570 | 0.154 | 0.148 | 0.494 | 0.626 | 0.041 | 0.043 | 0.308 | 0.107 | 0.957 | 0.029 | 0.030 | 0.384 | 0.481 | 0.523 | 0.120 | 0.090 | 0.495 | 0.006 | 0.012 | 0.006 | 0.010 | -0.000 | NaN | -0.006 | 0.016 | 0.005 | -0.006 | -0.001 | 0.009 | -0.017 | 0.001 | 0.013 | 0.016 | 0.029 | -0.001 | 0.010 | 0.003 | 0.001 | -0.002 | 0.011 | -0.008 | -0.011 | -0.010 | 0.011 | 0.010 | -0.002 | -0.009 | -0.009 |
| FLOORSMAX_MODE | -0.020 | -0.052 | -0.007 | 0.185 | 0.082 | 0.106 | 0.088 | 0.174 | -0.037 | 0.007 | 0.059 | -0.001 | -0.123 | NaN | -0.000 | -0.012 | -0.033 | 0.066 | 0.059 | -0.006 | -0.192 | -0.218 | 0.101 | 0.022 | 0.031 | 0.037 | -0.037 | -0.102 | -0.089 | 0.101 | 0.127 | 0.004 | 0.717 | 0.406 | 0.586 | 0.582 | 0.488 | 0.836 | 0.090 | 0.975 | 0.676 | 0.221 | 0.703 | 0.745 | 0.250 | 0.232 | 0.695 | 0.371 | 0.587 | 0.581 | 0.461 | 0.851 | 0.064 | 1.000 | 0.665 | 0.195 | 0.683 | 0.724 | 0.229 | 0.210 | 0.713 | 0.396 | 0.586 | 0.583 | 0.485 | 0.841 | 0.081 | 0.980 | 0.674 | 0.216 | 0.700 | 0.742 | 0.246 | 0.224 | 0.738 | -0.052 | -0.035 | -0.052 | -0.039 | 0.005 | NaN | -0.097 | -0.005 | 0.023 | 0.005 | 0.016 | 0.091 | 0.005 | -0.005 | 0.018 | 0.013 | 0.034 | 0.018 | 0.011 | 0.007 | 0.006 | 0.017 | 0.018 | 0.004 | 0.010 | 0.011 | -0.004 | -0.002 | 0.037 | -0.010 | -0.036 |
| FLOORSMIN_MODE | -0.012 | -0.030 | -0.009 | 0.116 | 0.049 | 0.070 | 0.052 | 0.165 | -0.020 | 0.007 | 0.023 | -0.007 | -0.100 | NaN | 0.001 | 0.003 | -0.007 | 0.055 | 0.061 | -0.010 | -0.155 | -0.171 | 0.087 | 0.003 | 0.028 | 0.038 | -0.030 | -0.090 | -0.076 | 0.068 | 0.084 | -0.002 | 0.488 | 0.270 | 0.357 | 0.358 | 0.341 | 0.574 | 0.062 | 0.655 | 0.981 | 0.173 | 0.479 | 0.518 | 0.166 | 0.127 | 0.472 | 0.248 | 0.357 | 0.361 | 0.329 | 0.587 | 0.050 | 0.665 | 1.000 | 0.161 | 0.469 | 0.503 | 0.159 | 0.117 | 0.486 | 0.264 | 0.357 | 0.358 | 0.339 | 0.578 | 0.058 | 0.657 | 0.985 | 0.173 | 0.478 | 0.518 | 0.163 | 0.121 | 0.502 | -0.045 | -0.017 | -0.045 | -0.018 | 0.012 | NaN | -0.069 | -0.001 | 0.018 | 0.003 | 0.019 | 0.068 | -0.002 | -0.016 | 0.011 | 0.013 | 0.030 | 0.015 | 0.013 | -0.002 | -0.010 | 0.004 | 0.018 | 0.007 | 0.013 | 0.008 | -0.005 | 0.002 | 0.027 | -0.000 | -0.024 |
| LANDAREA_MODE | -0.008 | -0.004 | 0.006 | -0.078 | -0.037 | -0.043 | -0.034 | -0.132 | 0.002 | -0.011 | 0.013 | -0.030 | 0.004 | NaN | 0.009 | 0.000 | 0.001 | -0.029 | -0.016 | 0.017 | 0.209 | 0.175 | -0.058 | -0.039 | -0.023 | -0.020 | -0.025 | -0.021 | -0.017 | -0.019 | -0.081 | 0.020 | 0.367 | 0.370 | 0.163 | 0.165 | 0.297 | 0.179 | 0.381 | 0.171 | 0.143 | 0.962 | 0.362 | 0.382 | 0.100 | 0.023 | 0.409 | 0.412 | 0.186 | 0.183 | 0.337 | 0.210 | 0.408 | 0.195 | 0.161 | 1.000 | 0.399 | 0.430 | 0.148 | 0.102 | 0.376 | 0.377 | 0.164 | 0.165 | 0.303 | 0.190 | 0.387 | 0.177 | 0.147 | 0.967 | 0.370 | 0.391 | 0.119 | 0.050 | 0.378 | 0.022 | 0.014 | 0.022 | 0.021 | 0.016 | NaN | 0.042 | 0.009 | 0.014 | -0.008 | 0.009 | -0.046 | -0.024 | -0.005 | -0.008 | 0.016 | -0.003 | -0.026 | 0.002 | 0.004 | 0.003 | 0.001 | 0.011 | 0.011 | -0.002 | -0.011 | 0.007 | 0.011 | 0.001 | 0.003 | -0.005 |
| LIVINGAPARTMENTS_MODE | -0.020 | -0.031 | -0.001 | 0.098 | 0.035 | 0.046 | 0.038 | 0.101 | -0.015 | -0.003 | 0.027 | -0.008 | -0.073 | NaN | 0.009 | 0.000 | -0.018 | 0.047 | 0.036 | -0.006 | -0.100 | -0.134 | 0.064 | 0.003 | 0.008 | 0.017 | -0.035 | -0.096 | -0.078 | 0.052 | 0.056 | -0.003 | 0.933 | 0.675 | 0.387 | 0.388 | 0.570 | 0.661 | 0.526 | 0.666 | 0.465 | 0.402 | 0.964 | 0.861 | 0.232 | 0.183 | 0.950 | 0.674 | 0.398 | 0.400 | 0.579 | 0.680 | 0.519 | 0.683 | 0.469 | 0.399 | 1.000 | 0.875 | 0.254 | 0.215 | 0.937 | 0.676 | 0.385 | 0.388 | 0.572 | 0.665 | 0.524 | 0.667 | 0.465 | 0.401 | 0.969 | 0.864 | 0.242 | 0.192 | 0.843 | -0.022 | -0.007 | -0.023 | -0.010 | -0.001 | NaN | -0.064 | 0.011 | 0.016 | -0.002 | 0.016 | 0.064 | -0.008 | -0.002 | 0.025 | 0.015 | 0.030 | 0.003 | 0.013 | 0.014 | 0.004 | 0.012 | 0.016 | -0.001 | 0.002 | -0.007 | -0.005 | 0.006 | 0.026 | -0.014 | -0.031 |
| LIVINGAREA_MODE | -0.018 | -0.038 | -0.003 | 0.111 | 0.048 | 0.061 | 0.053 | 0.101 | -0.023 | -0.017 | 0.026 | -0.009 | -0.090 | NaN | 0.005 | -0.000 | -0.025 | 0.056 | 0.041 | -0.001 | -0.095 | -0.132 | 0.056 | 0.002 | 0.012 | 0.018 | -0.036 | -0.094 | -0.078 | 0.073 | 0.062 | 0.004 | 0.872 | 0.695 | 0.448 | 0.446 | 0.562 | 0.691 | 0.569 | 0.698 | 0.501 | 0.423 | 0.853 | 0.950 | 0.241 | 0.177 | 0.902 | 0.704 | 0.466 | 0.460 | 0.574 | 0.719 | 0.570 | 0.724 | 0.503 | 0.430 | 0.875 | 1.000 | 0.266 | 0.231 | 0.878 | 0.697 | 0.447 | 0.446 | 0.564 | 0.700 | 0.570 | 0.702 | 0.501 | 0.423 | 0.858 | 0.957 | 0.256 | 0.195 | 0.905 | -0.027 | -0.012 | -0.028 | -0.018 | -0.001 | NaN | -0.073 | 0.010 | 0.023 | 0.006 | 0.015 | 0.065 | -0.014 | -0.002 | 0.026 | 0.016 | 0.031 | 0.006 | 0.015 | 0.008 | 0.006 | 0.012 | 0.022 | 0.009 | 0.004 | -0.004 | -0.000 | 0.007 | 0.024 | -0.010 | -0.032 |
| NONLIVINGAPARTMENTS_MODE | 0.001 | -0.011 | -0.004 | 0.039 | 0.019 | 0.023 | 0.023 | 0.044 | -0.012 | -0.010 | 0.059 | 0.013 | -0.039 | NaN | 0.005 | 0.004 | -0.026 | 0.016 | 0.002 | 0.001 | -0.004 | -0.037 | 0.019 | -0.010 | -0.000 | 0.005 | -0.027 | -0.040 | -0.030 | 0.040 | 0.018 | 0.006 | 0.264 | 0.186 | 0.091 | 0.093 | 0.238 | 0.212 | 0.153 | 0.222 | 0.156 | 0.141 | 0.239 | 0.254 | 0.931 | 0.652 | 0.269 | 0.193 | 0.095 | 0.101 | 0.251 | 0.221 | 0.154 | 0.229 | 0.159 | 0.148 | 0.254 | 0.266 | 1.000 | 0.720 | 0.266 | 0.189 | 0.092 | 0.093 | 0.241 | 0.217 | 0.154 | 0.225 | 0.155 | 0.141 | 0.241 | 0.256 | 0.951 | 0.676 | 0.283 | -0.028 | -0.012 | -0.027 | -0.007 | 0.001 | NaN | -0.014 | 0.015 | 0.005 | 0.009 | 0.004 | 0.010 | -0.001 | -0.007 | 0.010 | 0.018 | 0.007 | 0.006 | 0.017 | -0.002 | -0.010 | -0.014 | 0.007 | -0.006 | -0.012 | 0.003 | 0.011 | 0.011 | 0.020 | 0.007 | -0.003 |
| NONLIVINGAREA_MODE | 0.001 | -0.019 | 0.007 | 0.058 | 0.028 | 0.029 | 0.034 | 0.065 | -0.021 | -0.006 | 0.053 | 0.002 | -0.057 | NaN | 0.002 | 0.018 | -0.018 | 0.022 | 0.001 | 0.008 | -0.063 | -0.079 | 0.032 | 0.007 | 0.010 | 0.014 | -0.015 | -0.010 | -0.007 | 0.058 | 0.031 | 0.007 | 0.219 | 0.156 | 0.091 | 0.092 | 0.168 | 0.183 | 0.136 | 0.199 | 0.111 | 0.085 | 0.195 | 0.202 | 0.665 | 0.895 | 0.239 | 0.175 | 0.101 | 0.102 | 0.187 | 0.203 | 0.148 | 0.210 | 0.117 | 0.102 | 0.215 | 0.231 | 0.720 | 1.000 | 0.225 | 0.161 | 0.091 | 0.092 | 0.172 | 0.192 | 0.140 | 0.203 | 0.112 | 0.088 | 0.199 | 0.208 | 0.684 | 0.927 | 0.259 | -0.025 | -0.017 | -0.025 | -0.017 | 0.010 | NaN | -0.040 | 0.009 | 0.010 | 0.011 | 0.016 | 0.025 | 0.010 | -0.008 | 0.005 | 0.017 | 0.021 | 0.017 | 0.016 | 0.004 | -0.012 | -0.003 | 0.015 | -0.012 | -0.015 | 0.008 | 0.016 | 0.010 | 0.012 | 0.002 | -0.008 |
| APARTMENTS_MEDI | -0.020 | -0.034 | -0.011 | 0.117 | 0.047 | 0.060 | 0.051 | 0.126 | -0.021 | -0.003 | 0.032 | -0.008 | -0.085 | NaN | 0.007 | -0.005 | -0.023 | 0.050 | 0.039 | -0.015 | -0.128 | -0.160 | 0.076 | 0.009 | 0.006 | 0.016 | -0.036 | -0.102 | -0.083 | 0.066 | 0.074 | -0.001 | 0.994 | 0.700 | 0.414 | 0.411 | 0.583 | 0.716 | 0.539 | 0.712 | 0.500 | 0.405 | 0.961 | 0.908 | 0.282 | 0.233 | 0.961 | 0.655 | 0.413 | 0.410 | 0.559 | 0.707 | 0.494 | 0.713 | 0.486 | 0.376 | 0.937 | 0.878 | 0.266 | 0.225 | 1.000 | 0.698 | 0.412 | 0.411 | 0.582 | 0.719 | 0.537 | 0.714 | 0.498 | 0.403 | 0.965 | 0.911 | 0.286 | 0.237 | 0.888 | -0.031 | -0.008 | -0.033 | -0.014 | 0.001 | NaN | -0.069 | 0.011 | 0.021 | -0.003 | 0.015 | 0.066 | -0.011 | -0.003 | 0.024 | 0.015 | 0.036 | 0.004 | 0.015 | 0.010 | -0.015 | 0.014 | 0.015 | -0.003 | 0.001 | 0.000 | -0.004 | 0.006 | 0.025 | -0.013 | -0.026 |
| BASEMENTAREA_MEDI | -0.013 | -0.017 | -0.007 | 0.050 | 0.033 | 0.030 | 0.035 | 0.035 | -0.008 | -0.013 | -0.006 | -0.006 | -0.042 | NaN | 0.002 | 0.002 | -0.016 | 0.045 | 0.029 | -0.010 | -0.019 | -0.044 | 0.012 | -0.004 | -0.023 | -0.014 | -0.023 | -0.059 | -0.047 | 0.040 | 0.015 | -0.004 | 0.694 | 0.992 | 0.295 | 0.295 | 0.474 | 0.433 | 0.667 | 0.390 | 0.269 | 0.396 | 0.684 | 0.712 | 0.189 | 0.155 | 0.678 | 0.953 | 0.298 | 0.297 | 0.462 | 0.425 | 0.626 | 0.396 | 0.264 | 0.377 | 0.676 | 0.697 | 0.189 | 0.161 | 0.698 | 1.000 | 0.294 | 0.295 | 0.474 | 0.434 | 0.667 | 0.391 | 0.268 | 0.394 | 0.688 | 0.715 | 0.194 | 0.162 | 0.697 | -0.018 | -0.012 | -0.019 | -0.014 | 0.006 | NaN | -0.047 | 0.013 | -0.005 | 0.007 | 0.003 | 0.049 | -0.011 | 0.000 | 0.019 | 0.016 | 0.036 | 0.005 | 0.015 | 0.013 | 0.008 | 0.015 | 0.018 | -0.004 | -0.013 | -0.014 | 0.003 | 0.003 | 0.016 | -0.007 | -0.029 |
| YEARS_BEGINEXPLUATATION_MEDI | -0.011 | -0.027 | 0.014 | 0.058 | 0.017 | 0.021 | 0.025 | -0.080 | 0.002 | 0.001 | 0.168 | -0.008 | -0.075 | NaN | -0.011 | 0.009 | -0.023 | -0.008 | 0.014 | 0.021 | 0.016 | 0.002 | -0.011 | -0.000 | 0.027 | 0.022 | 0.010 | 0.029 | 0.019 | 0.034 | 0.029 | 0.024 | 0.412 | 0.299 | 0.996 | 0.988 | 0.350 | 0.486 | 0.066 | 0.586 | 0.367 | 0.193 | 0.405 | 0.476 | 0.105 | 0.113 | 0.384 | 0.271 | 0.980 | 0.977 | 0.329 | 0.487 | 0.041 | 0.586 | 0.357 | 0.164 | 0.385 | 0.447 | 0.092 | 0.091 | 0.412 | 0.294 | 1.000 | 0.990 | 0.351 | 0.492 | 0.063 | 0.592 | 0.368 | 0.189 | 0.406 | 0.477 | 0.106 | 0.111 | 0.473 | -0.009 | -0.024 | -0.009 | -0.032 | 0.014 | NaN | -0.037 | -0.008 | 0.004 | 0.014 | 0.004 | 0.017 | -0.009 | -0.010 | -0.001 | 0.012 | -0.001 | -0.008 | -0.006 | 0.001 | 0.013 | 0.013 | 0.012 | 0.002 | 0.008 | -0.004 | 0.000 | -0.016 | -0.003 | -0.001 | -0.026 |
| YEARS_BUILD_MEDI | -0.011 | -0.028 | 0.015 | 0.057 | 0.020 | 0.023 | 0.028 | -0.081 | 0.002 | -0.001 | 0.169 | -0.009 | -0.074 | NaN | -0.013 | 0.011 | -0.020 | -0.007 | 0.014 | 0.022 | 0.015 | 0.001 | -0.014 | -0.000 | 0.026 | 0.021 | 0.009 | 0.028 | 0.019 | 0.031 | 0.027 | 0.027 | 0.411 | 0.299 | 0.988 | 0.998 | 0.351 | 0.486 | 0.068 | 0.584 | 0.369 | 0.194 | 0.408 | 0.474 | 0.107 | 0.111 | 0.383 | 0.272 | 0.973 | 0.987 | 0.329 | 0.486 | 0.043 | 0.583 | 0.358 | 0.165 | 0.388 | 0.446 | 0.093 | 0.092 | 0.411 | 0.295 | 0.990 | 1.000 | 0.351 | 0.491 | 0.065 | 0.589 | 0.370 | 0.191 | 0.409 | 0.474 | 0.108 | 0.109 | 0.471 | -0.010 | -0.024 | -0.009 | -0.032 | 0.014 | NaN | -0.037 | -0.008 | 0.004 | 0.014 | 0.004 | 0.018 | -0.009 | -0.010 | -0.001 | 0.012 | -0.004 | -0.008 | -0.006 | 0.004 | 0.013 | 0.013 | 0.012 | 0.002 | 0.009 | -0.002 | 0.001 | -0.017 | 0.000 | -0.003 | -0.025 |
| COMMONAREA_MEDI | -0.007 | -0.019 | -0.009 | 0.079 | 0.029 | 0.042 | 0.033 | 0.029 | -0.005 | -0.008 | 0.041 | 0.007 | -0.042 | NaN | 0.003 | -0.010 | -0.003 | 0.015 | 0.023 | -0.009 | -0.056 | -0.084 | 0.018 | 0.012 | 0.007 | 0.020 | -0.022 | -0.055 | -0.037 | 0.036 | 0.015 | 0.007 | 0.581 | 0.475 | 0.351 | 0.351 | 0.996 | 0.480 | 0.335 | 0.484 | 0.346 | 0.324 | 0.586 | 0.580 | 0.248 | 0.171 | 0.559 | 0.448 | 0.349 | 0.350 | 0.966 | 0.478 | 0.308 | 0.485 | 0.339 | 0.303 | 0.572 | 0.564 | 0.241 | 0.172 | 0.582 | 0.474 | 0.351 | 0.351 | 1.000 | 0.485 | 0.333 | 0.487 | 0.346 | 0.322 | 0.588 | 0.581 | 0.252 | 0.176 | 0.622 | -0.004 | -0.015 | -0.006 | -0.015 | 0.013 | NaN | -0.054 | 0.001 | 0.003 | 0.008 | 0.015 | 0.044 | -0.015 | -0.015 | 0.016 | 0.014 | 0.023 | -0.003 | 0.018 | 0.012 | 0.004 | 0.005 | 0.010 | 0.009 | 0.006 | -0.001 | 0.001 | 0.005 | 0.023 | -0.011 | -0.014 |
| ELEVATORS_MEDI | -0.016 | -0.039 | -0.010 | 0.174 | 0.074 | 0.098 | 0.079 | 0.183 | -0.041 | 0.004 | 0.035 | -0.009 | -0.109 | NaN | 0.002 | -0.004 | -0.030 | 0.075 | 0.052 | -0.011 | -0.206 | -0.232 | 0.105 | 0.016 | 0.028 | 0.036 | -0.034 | -0.097 | -0.089 | 0.096 | 0.130 | 0.004 | 0.724 | 0.442 | 0.493 | 0.491 | 0.487 | 0.991 | 0.156 | 0.857 | 0.604 | 0.229 | 0.710 | 0.759 | 0.246 | 0.227 | 0.665 | 0.383 | 0.481 | 0.482 | 0.449 | 0.975 | 0.107 | 0.841 | 0.578 | 0.190 | 0.665 | 0.700 | 0.217 | 0.192 | 0.719 | 0.434 | 0.492 | 0.491 | 0.485 | 1.000 | 0.151 | 0.859 | 0.601 | 0.224 | 0.708 | 0.756 | 0.244 | 0.224 | 0.742 | -0.048 | -0.022 | -0.048 | -0.028 | -0.000 | NaN | -0.087 | -0.008 | 0.022 | -0.006 | 0.014 | 0.088 | 0.001 | -0.008 | 0.016 | 0.017 | 0.029 | 0.017 | 0.014 | 0.005 | 0.001 | 0.012 | 0.024 | -0.001 | 0.007 | 0.005 | -0.006 | -0.001 | 0.040 | -0.009 | -0.037 |
| ENTRANCES_MEDI | 0.004 | -0.009 | -0.000 | -0.007 | -0.004 | -0.011 | -0.004 | -0.020 | 0.000 | -0.027 | -0.045 | -0.015 | -0.017 | NaN | 0.014 | 0.012 | 0.001 | 0.027 | 0.002 | -0.002 | 0.027 | 0.015 | -0.010 | -0.005 | -0.020 | -0.015 | -0.019 | -0.030 | -0.021 | 0.012 | -0.020 | 0.003 | 0.529 | 0.659 | 0.064 | 0.066 | 0.332 | 0.150 | 0.991 | 0.067 | 0.051 | 0.392 | 0.519 | 0.563 | 0.138 | 0.108 | 0.537 | 0.649 | 0.078 | 0.075 | 0.341 | 0.144 | 0.957 | 0.081 | 0.058 | 0.387 | 0.524 | 0.570 | 0.154 | 0.140 | 0.537 | 0.667 | 0.063 | 0.065 | 0.333 | 0.151 | 1.000 | 0.068 | 0.052 | 0.393 | 0.525 | 0.570 | 0.147 | 0.122 | 0.536 | -0.001 | 0.010 | -0.002 | 0.007 | 0.002 | NaN | -0.016 | 0.016 | 0.006 | -0.007 | -0.002 | 0.017 | -0.020 | 0.000 | 0.014 | 0.016 | 0.034 | -0.000 | 0.010 | 0.005 | 0.000 | -0.003 | 0.010 | -0.011 | -0.013 | -0.009 | 0.015 | 0.010 | 0.001 | -0.009 | -0.012 |
| FLOORSMAX_MEDI | -0.017 | -0.051 | -0.010 | 0.190 | 0.083 | 0.108 | 0.089 | 0.184 | -0.041 | 0.007 | 0.058 | -0.002 | -0.123 | NaN | -0.002 | -0.016 | -0.035 | 0.067 | 0.059 | -0.010 | -0.205 | -0.229 | 0.107 | 0.021 | 0.030 | 0.037 | -0.038 | -0.106 | -0.093 | 0.106 | 0.133 | 0.002 | 0.719 | 0.402 | 0.592 | 0.589 | 0.491 | 0.855 | 0.077 | 0.994 | 0.686 | 0.218 | 0.705 | 0.751 | 0.262 | 0.255 | 0.670 | 0.347 | 0.577 | 0.577 | 0.450 | 0.841 | 0.029 | 0.980 | 0.657 | 0.177 | 0.667 | 0.702 | 0.225 | 0.203 | 0.714 | 0.391 | 0.592 | 0.589 | 0.487 | 0.859 | 0.068 | 1.000 | 0.683 | 0.212 | 0.702 | 0.747 | 0.256 | 0.244 | 0.739 | -0.055 | -0.035 | -0.054 | -0.038 | 0.005 | NaN | -0.100 | -0.005 | 0.023 | 0.004 | 0.016 | 0.095 | 0.005 | -0.005 | 0.016 | 0.012 | 0.033 | 0.018 | 0.010 | 0.008 | 0.005 | 0.019 | 0.017 | 0.003 | 0.009 | 0.011 | -0.003 | -0.003 | 0.037 | -0.008 | -0.036 |
| FLOORSMIN_MEDI | -0.009 | -0.032 | -0.012 | 0.124 | 0.052 | 0.072 | 0.056 | 0.177 | -0.024 | 0.006 | 0.025 | -0.006 | -0.103 | NaN | 0.001 | 0.000 | -0.013 | 0.056 | 0.063 | -0.015 | -0.168 | -0.182 | 0.092 | 0.003 | 0.025 | 0.037 | -0.031 | -0.095 | -0.081 | 0.073 | 0.092 | -0.003 | 0.501 | 0.275 | 0.368 | 0.370 | 0.348 | 0.598 | 0.057 | 0.682 | 0.996 | 0.172 | 0.491 | 0.533 | 0.179 | 0.144 | 0.467 | 0.238 | 0.359 | 0.362 | 0.325 | 0.595 | 0.030 | 0.674 | 0.985 | 0.147 | 0.465 | 0.501 | 0.155 | 0.112 | 0.498 | 0.268 | 0.368 | 0.370 | 0.346 | 0.601 | 0.052 | 0.683 | 1.000 | 0.171 | 0.490 | 0.531 | 0.176 | 0.135 | 0.516 | -0.046 | -0.017 | -0.045 | -0.018 | 0.013 | NaN | -0.075 | -0.001 | 0.018 | 0.002 | 0.019 | 0.072 | -0.003 | -0.016 | 0.014 | 0.013 | 0.030 | 0.014 | 0.011 | -0.003 | -0.010 | 0.008 | 0.018 | 0.006 | 0.013 | 0.009 | -0.001 | 0.003 | 0.029 | -0.000 | -0.026 |
| LANDAREA_MEDI | -0.008 | -0.006 | 0.003 | -0.062 | -0.032 | -0.035 | -0.028 | -0.122 | -0.002 | -0.012 | 0.013 | -0.031 | 0.000 | NaN | 0.012 | -0.006 | -0.005 | -0.031 | -0.010 | 0.012 | 0.183 | 0.153 | -0.052 | -0.040 | -0.026 | -0.022 | -0.030 | -0.027 | -0.021 | -0.012 | -0.066 | 0.020 | 0.398 | 0.390 | 0.189 | 0.191 | 0.319 | 0.219 | 0.390 | 0.209 | 0.168 | 0.995 | 0.392 | 0.416 | 0.126 | 0.059 | 0.404 | 0.394 | 0.196 | 0.197 | 0.333 | 0.227 | 0.384 | 0.216 | 0.173 | 0.967 | 0.401 | 0.423 | 0.141 | 0.088 | 0.403 | 0.394 | 0.189 | 0.191 | 0.322 | 0.224 | 0.393 | 0.212 | 0.171 | 1.000 | 0.396 | 0.422 | 0.135 | 0.074 | 0.406 | 0.017 | 0.011 | 0.017 | 0.019 | 0.019 | NaN | 0.038 | 0.008 | 0.013 | -0.011 | 0.008 | -0.038 | -0.027 | -0.006 | -0.010 | 0.016 | -0.000 | -0.023 | 0.002 | 0.008 | 0.002 | 0.001 | 0.011 | 0.009 | -0.004 | -0.008 | 0.005 | 0.012 | 0.002 | 0.006 | -0.001 |
| LIVINGAPARTMENTS_MEDI | -0.020 | -0.032 | -0.007 | 0.115 | 0.043 | 0.055 | 0.047 | 0.122 | -0.020 | -0.001 | 0.028 | -0.007 | -0.083 | NaN | 0.007 | -0.004 | -0.022 | 0.051 | 0.038 | -0.013 | -0.128 | -0.162 | 0.071 | 0.009 | 0.008 | 0.018 | -0.034 | -0.103 | -0.084 | 0.063 | 0.070 | -0.005 | 0.964 | 0.691 | 0.408 | 0.410 | 0.589 | 0.707 | 0.530 | 0.702 | 0.491 | 0.400 | 0.995 | 0.893 | 0.257 | 0.212 | 0.926 | 0.645 | 0.406 | 0.408 | 0.565 | 0.695 | 0.481 | 0.700 | 0.478 | 0.370 | 0.969 | 0.858 | 0.241 | 0.199 | 0.965 | 0.688 | 0.406 | 0.409 | 0.588 | 0.708 | 0.525 | 0.702 | 0.490 | 0.396 | 1.000 | 0.893 | 0.260 | 0.213 | 0.869 | -0.030 | -0.006 | -0.031 | -0.009 | 0.006 | NaN | -0.070 | 0.010 | 0.017 | -0.006 | 0.016 | 0.070 | -0.009 | -0.003 | 0.024 | 0.015 | 0.034 | 0.007 | 0.014 | 0.014 | 0.003 | 0.015 | 0.015 | -0.003 | 0.001 | -0.003 | -0.004 | 0.006 | 0.027 | -0.013 | -0.033 |
| LIVINGAREA_MEDI | -0.016 | -0.039 | -0.006 | 0.135 | 0.056 | 0.075 | 0.061 | 0.124 | -0.028 | -0.016 | 0.028 | -0.009 | -0.101 | NaN | 0.003 | -0.005 | -0.028 | 0.061 | 0.045 | -0.005 | -0.131 | -0.163 | 0.071 | 0.010 | 0.009 | 0.017 | -0.038 | -0.105 | -0.090 | 0.086 | 0.083 | 0.000 | 0.909 | 0.718 | 0.477 | 0.474 | 0.582 | 0.752 | 0.572 | 0.744 | 0.533 | 0.425 | 0.890 | 0.994 | 0.273 | 0.221 | 0.873 | 0.668 | 0.474 | 0.472 | 0.556 | 0.741 | 0.523 | 0.742 | 0.518 | 0.391 | 0.864 | 0.957 | 0.256 | 0.208 | 0.911 | 0.715 | 0.477 | 0.474 | 0.581 | 0.756 | 0.570 | 0.747 | 0.531 | 0.422 | 0.893 | 1.000 | 0.277 | 0.225 | 0.931 | -0.034 | -0.011 | -0.035 | -0.017 | 0.003 | NaN | -0.081 | 0.010 | 0.021 | 0.003 | 0.014 | 0.078 | -0.017 | -0.003 | 0.021 | 0.016 | 0.032 | 0.014 | 0.017 | 0.011 | 0.007 | 0.011 | 0.020 | 0.006 | 0.003 | -0.001 | -0.000 | 0.008 | 0.029 | -0.008 | -0.033 |
| NONLIVINGAPARTMENTS_MEDI | 0.005 | -0.016 | -0.006 | 0.053 | 0.025 | 0.031 | 0.031 | 0.066 | -0.018 | -0.010 | 0.058 | 0.012 | -0.044 | NaN | 0.003 | 0.000 | -0.030 | 0.022 | 0.004 | -0.003 | -0.033 | -0.061 | 0.029 | -0.003 | 0.000 | 0.008 | -0.029 | -0.046 | -0.036 | 0.051 | 0.030 | 0.005 | 0.287 | 0.197 | 0.107 | 0.109 | 0.252 | 0.245 | 0.151 | 0.257 | 0.177 | 0.137 | 0.261 | 0.277 | 0.982 | 0.690 | 0.259 | 0.169 | 0.097 | 0.102 | 0.236 | 0.231 | 0.120 | 0.246 | 0.163 | 0.119 | 0.242 | 0.256 | 0.951 | 0.684 | 0.286 | 0.194 | 0.106 | 0.108 | 0.252 | 0.244 | 0.147 | 0.256 | 0.176 | 0.135 | 0.260 | 0.277 | 1.000 | 0.707 | 0.301 | -0.035 | -0.014 | -0.034 | -0.007 | 0.003 | NaN | -0.024 | 0.015 | 0.007 | 0.009 | 0.003 | 0.020 | 0.001 | -0.008 | 0.010 | 0.017 | 0.010 | 0.008 | 0.016 | -0.002 | -0.011 | -0.013 | 0.005 | -0.008 | -0.013 | 0.006 | 0.009 | 0.007 | 0.025 | 0.009 | -0.001 |
| NONLIVINGAREA_MEDI | 0.000 | -0.020 | 0.006 | 0.083 | 0.035 | 0.039 | 0.042 | 0.092 | -0.026 | -0.010 | 0.054 | 0.003 | -0.066 | NaN | 0.005 | 0.008 | -0.019 | 0.023 | 0.005 | 0.005 | -0.104 | -0.114 | 0.044 | 0.009 | 0.008 | 0.014 | -0.021 | -0.021 | -0.018 | 0.070 | 0.052 | 0.001 | 0.237 | 0.163 | 0.112 | 0.110 | 0.176 | 0.223 | 0.122 | 0.243 | 0.137 | 0.075 | 0.212 | 0.224 | 0.696 | 0.975 | 0.206 | 0.128 | 0.096 | 0.100 | 0.157 | 0.205 | 0.090 | 0.224 | 0.121 | 0.050 | 0.192 | 0.195 | 0.676 | 0.927 | 0.237 | 0.162 | 0.111 | 0.109 | 0.176 | 0.224 | 0.122 | 0.244 | 0.135 | 0.074 | 0.213 | 0.225 | 0.707 | 1.000 | 0.269 | -0.030 | -0.020 | -0.030 | -0.019 | 0.011 | NaN | -0.046 | 0.007 | 0.008 | 0.008 | 0.014 | 0.033 | 0.012 | -0.009 | 0.001 | 0.017 | 0.021 | 0.021 | 0.012 | 0.003 | -0.013 | -0.005 | 0.017 | -0.016 | -0.016 | 0.013 | 0.017 | 0.010 | 0.017 | 0.006 | -0.001 |
| TOTALAREA_MODE | -0.015 | -0.038 | -0.006 | 0.135 | 0.058 | 0.071 | 0.062 | 0.112 | -0.032 | -0.007 | 0.039 | -0.007 | -0.098 | NaN | -0.002 | -0.008 | -0.021 | 0.056 | 0.047 | -0.006 | -0.136 | -0.169 | 0.066 | 0.010 | 0.012 | 0.020 | -0.037 | -0.100 | -0.083 | 0.085 | 0.079 | 0.002 | 0.895 | 0.706 | 0.476 | 0.473 | 0.627 | 0.743 | 0.546 | 0.740 | 0.519 | 0.410 | 0.873 | 0.937 | 0.297 | 0.272 | 0.858 | 0.656 | 0.473 | 0.469 | 0.601 | 0.730 | 0.495 | 0.738 | 0.502 | 0.378 | 0.843 | 0.905 | 0.283 | 0.259 | 0.888 | 0.697 | 0.473 | 0.471 | 0.622 | 0.742 | 0.536 | 0.739 | 0.516 | 0.406 | 0.869 | 0.931 | 0.301 | 0.269 | 1.000 | -0.032 | -0.018 | -0.033 | -0.021 | 0.006 | NaN | -0.080 | 0.008 | 0.019 | 0.010 | 0.013 | 0.071 | -0.006 | -0.005 | 0.019 | 0.016 | 0.035 | 0.020 | 0.013 | 0.009 | 0.010 | 0.014 | 0.018 | 0.009 | 0.003 | 0.007 | -0.000 | 0.007 | 0.030 | -0.007 | -0.031 |
| OBS_30_CNT_SOCIAL_CIRCLE | -0.001 | 0.030 | 0.016 | -0.073 | -0.022 | -0.043 | -0.023 | -0.034 | 0.054 | 0.001 | 0.034 | 0.010 | 0.009 | NaN | 0.014 | -0.016 | 0.020 | -0.063 | -0.021 | 0.019 | 0.083 | 0.078 | -0.020 | -0.023 | -0.035 | -0.030 | -0.014 | 0.008 | 0.011 | -0.059 | -0.043 | -0.029 | -0.033 | -0.021 | -0.010 | -0.010 | -0.007 | -0.051 | -0.003 | -0.057 | -0.047 | 0.016 | -0.032 | -0.036 | -0.036 | -0.033 | -0.023 | -0.010 | -0.007 | -0.007 | -0.002 | -0.044 | 0.006 | -0.052 | -0.045 | 0.022 | -0.022 | -0.027 | -0.028 | -0.025 | -0.031 | -0.018 | -0.009 | -0.010 | -0.004 | -0.048 | -0.001 | -0.055 | -0.046 | 0.017 | -0.030 | -0.034 | -0.035 | -0.030 | -0.032 | 1.000 | 0.369 | 0.997 | 0.298 | -0.031 | NaN | 0.056 | -0.008 | -0.000 | -0.011 | -0.006 | -0.045 | -0.012 | 0.012 | 0.002 | 0.004 | -0.015 | -0.012 | -0.011 | -0.001 | -0.012 | 0.008 | -0.006 | 0.002 | -0.014 | 0.003 | -0.011 | 0.010 | 0.015 | 0.008 | 0.031 |
| DEF_30_CNT_SOCIAL_CIRCLE | 0.034 | 0.022 | -0.018 | -0.055 | -0.017 | -0.019 | -0.017 | 0.009 | 0.031 | 0.002 | 0.018 | 0.022 | 0.009 | NaN | -0.002 | -0.002 | 0.010 | -0.018 | -0.015 | -0.012 | 0.040 | 0.040 | 0.004 | -0.010 | -0.013 | -0.013 | -0.004 | -0.005 | -0.005 | -0.027 | -0.037 | -0.050 | -0.010 | -0.013 | -0.025 | -0.025 | -0.017 | -0.024 | 0.010 | -0.037 | -0.017 | 0.012 | -0.008 | -0.013 | -0.015 | -0.023 | -0.010 | -0.009 | -0.026 | -0.025 | -0.014 | -0.019 | 0.012 | -0.035 | -0.017 | 0.014 | -0.007 | -0.012 | -0.012 | -0.017 | -0.008 | -0.012 | -0.024 | -0.024 | -0.015 | -0.022 | 0.010 | -0.035 | -0.017 | 0.011 | -0.006 | -0.011 | -0.014 | -0.020 | -0.018 | 0.369 | 1.000 | 0.371 | 0.845 | -0.009 | NaN | 0.039 | -0.003 | -0.014 | -0.002 | 0.009 | -0.027 | -0.001 | -0.003 | 0.016 | -0.003 | -0.018 | -0.004 | -0.013 | -0.009 | -0.005 | -0.001 | -0.008 | -0.003 | -0.006 | 0.007 | 0.001 | 0.001 | 0.008 | -0.004 | 0.036 |
| OBS_60_CNT_SOCIAL_CIRCLE | -0.001 | 0.029 | 0.016 | -0.073 | -0.022 | -0.043 | -0.023 | -0.033 | 0.053 | 0.001 | 0.033 | 0.009 | 0.009 | NaN | 0.013 | -0.015 | 0.019 | -0.063 | -0.020 | 0.020 | 0.082 | 0.078 | -0.019 | -0.022 | -0.035 | -0.030 | -0.015 | 0.008 | 0.011 | -0.058 | -0.043 | -0.029 | -0.035 | -0.022 | -0.009 | -0.009 | -0.008 | -0.051 | -0.004 | -0.057 | -0.046 | 0.016 | -0.033 | -0.036 | -0.036 | -0.033 | -0.024 | -0.011 | -0.006 | -0.007 | -0.003 | -0.044 | 0.006 | -0.052 | -0.045 | 0.022 | -0.023 | -0.028 | -0.027 | -0.025 | -0.033 | -0.019 | -0.009 | -0.009 | -0.006 | -0.048 | -0.002 | -0.054 | -0.045 | 0.017 | -0.031 | -0.035 | -0.034 | -0.030 | -0.033 | 0.997 | 0.371 | 1.000 | 0.300 | -0.030 | NaN | 0.056 | -0.008 | -0.002 | -0.011 | -0.006 | -0.046 | -0.012 | 0.012 | 0.002 | 0.005 | -0.014 | -0.011 | -0.010 | -0.001 | -0.012 | 0.008 | -0.006 | 0.002 | -0.014 | 0.003 | -0.012 | 0.011 | 0.014 | 0.008 | 0.031 |
| DEF_60_CNT_SOCIAL_CIRCLE | 0.026 | 0.025 | -0.019 | -0.054 | -0.018 | -0.017 | -0.017 | 0.007 | 0.025 | -0.007 | 0.022 | 0.024 | 0.020 | NaN | 0.005 | -0.005 | 0.011 | -0.023 | -0.010 | -0.014 | 0.048 | 0.046 | -0.003 | -0.011 | -0.018 | -0.016 | -0.000 | -0.004 | -0.003 | -0.029 | -0.038 | -0.049 | -0.015 | -0.015 | -0.033 | -0.032 | -0.016 | -0.029 | 0.005 | -0.040 | -0.018 | 0.020 | -0.010 | -0.019 | -0.008 | -0.021 | -0.016 | -0.012 | -0.032 | -0.031 | -0.014 | -0.027 | 0.010 | -0.039 | -0.018 | 0.021 | -0.010 | -0.018 | -0.007 | -0.017 | -0.014 | -0.014 | -0.032 | -0.032 | -0.015 | -0.028 | 0.007 | -0.038 | -0.018 | 0.019 | -0.009 | -0.017 | -0.007 | -0.019 | -0.021 | 0.298 | 0.845 | 0.300 | 1.000 | -0.013 | NaN | 0.036 | -0.003 | -0.010 | -0.009 | 0.012 | -0.019 | 0.006 | -0.003 | 0.006 | -0.003 | -0.012 | -0.005 | -0.021 | -0.011 | -0.004 | -0.005 | -0.007 | -0.000 | -0.005 | 0.009 | 0.004 | -0.006 | 0.008 | -0.006 | 0.034 |
| DAYS_LAST_PHONE_CHANGE | -0.002 | 0.016 | -0.002 | -0.027 | -0.046 | -0.047 | -0.050 | 0.003 | 0.137 | 0.144 | 0.078 | 0.094 | -0.030 | NaN | 0.018 | -0.057 | -0.051 | -0.077 | -0.005 | -0.023 | -0.013 | -0.019 | 0.002 | 0.009 | 0.036 | 0.033 | 0.034 | 0.032 | 0.025 | -0.101 | -0.162 | -0.060 | 0.001 | 0.004 | 0.013 | 0.014 | 0.012 | 0.000 | 0.000 | 0.006 | 0.014 | 0.020 | 0.004 | 0.004 | 0.007 | 0.014 | -0.003 | 0.003 | 0.014 | 0.013 | 0.012 | -0.004 | -0.000 | 0.005 | 0.012 | 0.016 | -0.001 | -0.001 | 0.001 | 0.010 | 0.001 | 0.006 | 0.014 | 0.014 | 0.013 | -0.000 | 0.002 | 0.005 | 0.013 | 0.019 | 0.006 | 0.003 | 0.003 | 0.011 | 0.006 | -0.031 | -0.009 | -0.030 | -0.013 | 1.000 | NaN | -0.051 | 0.011 | -0.032 | -0.020 | 0.013 | 0.007 | 0.012 | -0.006 | 0.046 | -0.003 | 0.068 | 0.054 | 0.034 | 0.057 | 0.015 | 0.059 | 0.013 | 0.005 | -0.004 | 0.007 | 0.019 | -0.000 | -0.044 | -0.014 | -0.144 |
| FLAG_DOCUMENT_2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| FLAG_DOCUMENT_3 | -0.018 | 0.052 | 0.020 | -0.097 | 0.097 | 0.084 | 0.073 | -0.101 | 0.023 | -0.071 | 0.011 | 0.005 | 0.044 | NaN | 0.103 | -0.007 | 0.025 | -0.024 | -0.011 | 0.034 | 0.115 | 0.127 | -0.051 | -0.032 | -0.039 | -0.042 | -0.023 | -0.004 | -0.006 | -0.037 | -0.066 | -0.031 | -0.073 | -0.051 | -0.037 | -0.038 | -0.055 | -0.089 | -0.019 | -0.102 | -0.079 | 0.037 | -0.072 | -0.083 | -0.027 | -0.051 | -0.062 | -0.038 | -0.035 | -0.036 | -0.047 | -0.081 | -0.006 | -0.097 | -0.069 | 0.042 | -0.064 | -0.073 | -0.014 | -0.040 | -0.069 | -0.047 | -0.037 | -0.037 | -0.054 | -0.087 | -0.016 | -0.100 | -0.075 | 0.038 | -0.070 | -0.081 | -0.024 | -0.046 | -0.080 | 0.056 | 0.039 | 0.056 | 0.036 | -0.051 | NaN | 1.000 | -0.013 | -0.155 | -0.224 | -0.025 | -0.665 | -0.089 | -0.013 | -0.107 | -0.013 | -0.031 | -0.015 | 0.009 | 0.015 | -0.004 | -0.007 | 0.011 | 0.009 | -0.022 | 0.004 | 0.006 | 0.023 | 0.014 | 0.028 | 0.052 |
| FLAG_DOCUMENT_4 | -0.015 | -0.002 | -0.008 | -0.009 | -0.013 | -0.014 | -0.012 | -0.002 | 0.013 | -0.001 | -0.015 | 0.002 | -0.013 | NaN | 0.002 | -0.005 | 0.001 | 0.014 | -0.004 | -0.015 | 0.000 | 0.001 | 0.015 | -0.001 | -0.002 | -0.002 | -0.002 | -0.004 | -0.004 | -0.005 | -0.003 | -0.013 | 0.011 | 0.013 | -0.008 | -0.008 | 0.001 | -0.008 | 0.016 | -0.005 | -0.001 | 0.008 | 0.010 | 0.010 | 0.015 | 0.007 | 0.011 | 0.013 | -0.007 | -0.007 | 0.002 | -0.008 | 0.016 | -0.005 | -0.001 | 0.009 | 0.011 | 0.010 | 0.015 | 0.009 | 0.011 | 0.013 | -0.008 | -0.008 | 0.001 | -0.008 | 0.016 | -0.005 | -0.001 | 0.008 | 0.010 | 0.010 | 0.015 | 0.007 | 0.008 | -0.008 | -0.003 | -0.008 | -0.003 | 0.011 | NaN | -0.013 | 1.000 | -0.001 | -0.002 | -0.000 | -0.005 | -0.001 | -0.000 | -0.001 | -0.000 | -0.001 | -0.001 | -0.001 | -0.001 | -0.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.002 | 0.016 | -0.005 | -0.012 |
| FLAG_DOCUMENT_5 | -0.013 | -0.013 | -0.029 | -0.008 | -0.025 | -0.016 | -0.018 | 0.003 | -0.019 | -0.006 | -0.022 | -0.004 | 0.018 | NaN | -0.021 | 0.039 | 0.007 | 0.091 | 0.003 | -0.030 | -0.005 | -0.009 | 0.023 | 0.006 | 0.008 | 0.001 | -0.010 | 0.007 | 0.006 | 0.008 | 0.026 | 0.001 | 0.019 | -0.006 | 0.004 | 0.004 | 0.002 | 0.020 | 0.004 | 0.021 | 0.017 | 0.012 | 0.015 | 0.020 | 0.005 | 0.009 | 0.022 | -0.004 | 0.007 | 0.006 | 0.004 | 0.022 | 0.005 | 0.023 | 0.018 | 0.014 | 0.016 | 0.023 | 0.005 | 0.010 | 0.021 | -0.005 | 0.004 | 0.004 | 0.003 | 0.022 | 0.006 | 0.023 | 0.018 | 0.013 | 0.017 | 0.021 | 0.007 | 0.008 | 0.019 | -0.000 | -0.014 | -0.002 | -0.010 | -0.032 | NaN | -0.155 | -0.001 | 1.000 | -0.019 | -0.002 | -0.057 | -0.008 | -0.001 | -0.009 | -0.001 | -0.014 | -0.009 | -0.008 | -0.012 | -0.002 | -0.003 | -0.003 | -0.004 | -0.002 | 0.000 | -0.009 | -0.002 | 0.004 | -0.018 | -0.016 |
| FLAG_DOCUMENT_6 | -0.000 | -0.008 | -0.098 | -0.045 | 0.030 | 0.004 | 0.028 | 0.004 | -0.233 | 0.212 | -0.078 | -0.080 | 0.021 | NaN | -0.574 | -0.068 | 0.010 | 0.025 | -0.002 | -0.077 | 0.027 | 0.021 | -0.014 | -0.020 | -0.035 | -0.032 | -0.015 | -0.059 | -0.058 | 0.139 | -0.001 | 0.022 | -0.003 | 0.006 | 0.014 | 0.015 | 0.009 | -0.006 | -0.006 | 0.005 | 0.003 | -0.012 | -0.005 | 0.003 | 0.008 | 0.009 | -0.000 | 0.008 | 0.014 | 0.015 | 0.009 | -0.004 | -0.006 | 0.005 | 0.003 | -0.008 | -0.002 | 0.006 | 0.009 | 0.011 | -0.003 | 0.007 | 0.014 | 0.014 | 0.008 | -0.006 | -0.007 | 0.004 | 0.002 | -0.011 | -0.006 | 0.003 | 0.009 | 0.008 | 0.010 | -0.011 | -0.002 | -0.011 | -0.009 | -0.020 | NaN | -0.224 | -0.002 | -0.019 | 1.000 | -0.003 | -0.082 | -0.011 | -0.002 | -0.013 | -0.002 | -0.021 | -0.006 | -0.012 | -0.007 | -0.002 | -0.011 | -0.004 | -0.006 | -0.003 | -0.007 | 0.029 | 0.002 | 0.005 | 0.005 | 0.015 |
| FLAG_DOCUMENT_7 | -0.005 | 0.015 | 0.004 | 0.019 | 0.000 | 0.001 | 0.001 | 0.000 | 0.003 | -0.011 | 0.009 | -0.001 | -0.013 | NaN | 0.004 | 0.002 | 0.001 | 0.018 | 0.007 | -0.007 | 0.000 | 0.002 | 0.007 | 0.038 | 0.015 | -0.004 | -0.004 | 0.020 | 0.021 | -0.007 | 0.014 | 0.000 | 0.015 | 0.003 | 0.004 | 0.004 | 0.015 | 0.014 | -0.002 | 0.015 | 0.019 | 0.008 | 0.015 | 0.014 | 0.003 | 0.014 | 0.016 | 0.004 | 0.005 | 0.005 | 0.016 | 0.015 | -0.001 | 0.016 | 0.019 | 0.009 | 0.016 | 0.015 | 0.004 | 0.016 | 0.015 | 0.003 | 0.004 | 0.004 | 0.015 | 0.014 | -0.002 | 0.016 | 0.019 | 0.008 | 0.016 | 0.014 | 0.003 | 0.014 | 0.013 | -0.006 | 0.009 | -0.006 | 0.012 | 0.013 | NaN | -0.025 | -0.000 | -0.002 | -0.003 | 1.000 | -0.009 | -0.001 | -0.000 | -0.002 | -0.000 | -0.002 | -0.001 | -0.001 | -0.002 | -0.000 | -0.002 | -0.000 | -0.001 | -0.000 | -0.002 | -0.001 | -0.004 | -0.010 | 0.004 | -0.008 |
| FLAG_DOCUMENT_8 | 0.015 | -0.014 | 0.012 | 0.186 | 0.070 | 0.122 | 0.063 | 0.101 | 0.028 | -0.025 | 0.024 | 0.006 | -0.044 | NaN | 0.091 | 0.016 | -0.050 | 0.022 | 0.027 | 0.002 | -0.139 | -0.146 | 0.036 | 0.029 | 0.055 | 0.059 | 0.014 | 0.015 | 0.013 | -0.026 | 0.059 | -0.002 | 0.070 | 0.054 | 0.017 | 0.017 | 0.046 | 0.091 | 0.020 | 0.097 | 0.075 | -0.038 | 0.074 | 0.080 | 0.027 | 0.041 | 0.058 | 0.036 | 0.012 | 0.014 | 0.032 | 0.082 | 0.009 | 0.091 | 0.068 | -0.046 | 0.064 | 0.065 | 0.010 | 0.025 | 0.066 | 0.049 | 0.017 | 0.018 | 0.044 | 0.088 | 0.017 | 0.095 | 0.072 | -0.038 | 0.070 | 0.078 | 0.020 | 0.033 | 0.071 | -0.045 | -0.027 | -0.046 | -0.019 | 0.007 | NaN | -0.665 | -0.005 | -0.057 | -0.082 | -0.009 | 1.000 | -0.033 | -0.005 | -0.039 | 0.019 | 0.088 | 0.040 | 0.017 | 0.018 | 0.010 | -0.014 | -0.003 | 0.003 | -0.008 | 0.001 | -0.010 | -0.016 | 0.013 | -0.019 | 0.001 |
| FLAG_DOCUMENT_9 | -0.019 | -0.000 | -0.003 | 0.020 | 0.010 | 0.033 | 0.010 | 0.036 | 0.015 | -0.003 | -0.003 | 0.023 | -0.009 | NaN | 0.016 | 0.014 | 0.004 | 0.026 | 0.023 | -0.008 | -0.035 | -0.037 | 0.002 | 0.004 | 0.006 | 0.002 | 0.001 | -0.011 | -0.009 | 0.009 | -0.000 | -0.002 | -0.010 | -0.007 | -0.008 | -0.007 | -0.012 | 0.001 | -0.017 | 0.006 | -0.002 | -0.028 | -0.007 | -0.015 | 0.003 | 0.015 | -0.011 | -0.008 | -0.010 | -0.008 | -0.012 | 0.000 | -0.017 | 0.005 | -0.002 | -0.024 | -0.008 | -0.014 | -0.001 | 0.010 | -0.011 | -0.011 | -0.009 | -0.009 | -0.015 | 0.001 | -0.020 | 0.005 | -0.003 | -0.027 | -0.009 | -0.017 | 0.001 | 0.012 | -0.006 | -0.012 | -0.001 | -0.012 | 0.006 | 0.012 | NaN | -0.089 | -0.001 | -0.008 | -0.011 | -0.001 | -0.033 | 1.000 | -0.001 | -0.005 | -0.001 | -0.008 | 0.012 | -0.005 | 0.006 | -0.001 | 0.007 | -0.002 | -0.002 | -0.001 | -0.005 | -0.005 | -0.013 | 0.003 | 0.003 | -0.015 |
| FLAG_DOCUMENT_10 | 0.002 | -0.002 | -0.008 | 0.005 | -0.008 | -0.011 | -0.007 | 0.007 | -0.005 | 0.006 | 0.010 | -0.005 | -0.000 | NaN | 0.002 | -0.005 | 0.001 | 0.014 | -0.004 | -0.015 | 0.000 | 0.001 | -0.013 | -0.001 | -0.002 | -0.002 | -0.002 | -0.004 | -0.004 | 0.003 | 0.004 | -0.014 | -0.003 | 0.000 | -0.010 | -0.010 | -0.015 | -0.008 | -0.000 | -0.005 | -0.016 | -0.006 | -0.003 | -0.003 | -0.008 | -0.009 | -0.002 | 0.001 | -0.010 | -0.010 | -0.015 | -0.008 | 0.001 | -0.005 | -0.016 | -0.005 | -0.002 | -0.002 | -0.007 | -0.008 | -0.003 | 0.000 | -0.010 | -0.010 | -0.015 | -0.008 | 0.000 | -0.005 | -0.016 | -0.006 | -0.003 | -0.003 | -0.008 | -0.009 | -0.005 | 0.012 | -0.003 | 0.012 | -0.003 | -0.006 | NaN | -0.013 | -0.000 | -0.001 | -0.002 | -0.000 | -0.005 | -0.001 | 1.000 | -0.001 | -0.000 | -0.001 | -0.001 | -0.001 | -0.001 | -0.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.002 | -0.005 | -0.005 | 0.015 |
| FLAG_DOCUMENT_11 | 0.004 | -0.006 | -0.014 | -0.010 | -0.003 | -0.035 | 0.000 | 0.038 | 0.046 | 0.025 | 0.010 | 0.024 | -0.010 | NaN | 0.019 | 0.158 | 0.005 | 0.027 | -0.014 | -0.020 | 0.002 | -0.006 | -0.008 | 0.029 | 0.013 | 0.001 | 0.044 | 0.029 | 0.007 | -0.004 | -0.023 | -0.003 | 0.023 | 0.020 | -0.001 | -0.000 | 0.015 | 0.015 | 0.014 | 0.015 | 0.016 | -0.008 | 0.023 | 0.021 | 0.008 | -0.001 | 0.026 | 0.025 | 0.001 | -0.000 | 0.019 | 0.019 | 0.013 | 0.018 | 0.011 | -0.008 | 0.025 | 0.026 | 0.010 | 0.005 | 0.024 | 0.019 | -0.001 | -0.001 | 0.016 | 0.016 | 0.014 | 0.016 | 0.014 | -0.010 | 0.024 | 0.021 | 0.010 | 0.001 | 0.019 | 0.002 | 0.016 | 0.002 | 0.006 | 0.046 | NaN | -0.107 | -0.001 | -0.009 | -0.013 | -0.002 | -0.039 | -0.005 | -0.001 | 1.000 | -0.001 | -0.010 | -0.006 | -0.006 | -0.008 | -0.001 | -0.008 | -0.002 | -0.003 | -0.001 | -0.007 | 0.022 | -0.004 | -0.005 | -0.005 | -0.049 |
| FLAG_DOCUMENT_12 | -0.011 | -0.002 | -0.008 | 0.016 | 0.014 | 0.008 | 0.014 | -0.008 | -0.006 | -0.015 | 0.007 | -0.012 | -0.006 | NaN | 0.002 | -0.005 | 0.001 | -0.006 | -0.004 | -0.004 | 0.000 | 0.001 | 0.014 | -0.001 | -0.002 | -0.002 | -0.002 | -0.004 | -0.004 | -0.004 | 0.010 | -0.002 | 0.015 | 0.016 | 0.012 | 0.012 | 0.014 | 0.017 | 0.016 | 0.012 | 0.013 | 0.016 | 0.015 | 0.016 | 0.017 | 0.017 | 0.015 | 0.016 | 0.012 | 0.012 | 0.014 | 0.017 | 0.016 | 0.013 | 0.013 | 0.016 | 0.015 | 0.016 | 0.018 | 0.017 | 0.015 | 0.016 | 0.012 | 0.012 | 0.014 | 0.017 | 0.016 | 0.012 | 0.013 | 0.016 | 0.015 | 0.016 | 0.017 | 0.017 | 0.016 | 0.004 | -0.003 | 0.005 | -0.003 | -0.003 | NaN | -0.013 | -0.000 | -0.001 | -0.002 | -0.000 | 0.019 | -0.001 | -0.000 | -0.001 | 1.000 | -0.001 | -0.001 | -0.001 | -0.001 | -0.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.002 | -0.005 | -0.005 | -0.003 |
| FLAG_DOCUMENT_13 | 0.004 | -0.029 | -0.007 | 0.075 | 0.062 | 0.023 | 0.061 | 0.044 | 0.015 | -0.011 | 0.021 | -0.006 | -0.122 | NaN | 0.027 | 0.000 | -0.130 | 0.025 | -0.011 | -0.020 | -0.064 | -0.070 | 0.038 | 0.003 | 0.023 | 0.019 | 0.002 | -0.001 | 0.002 | 0.015 | 0.050 | 0.008 | 0.036 | 0.037 | -0.002 | -0.004 | 0.024 | 0.031 | 0.033 | 0.032 | 0.030 | 0.001 | 0.035 | 0.032 | 0.014 | 0.026 | 0.033 | 0.030 | -0.001 | -0.005 | 0.024 | 0.029 | 0.029 | 0.034 | 0.030 | -0.003 | 0.030 | 0.031 | 0.007 | 0.021 | 0.036 | 0.036 | -0.001 | -0.004 | 0.023 | 0.029 | 0.034 | 0.033 | 0.030 | -0.000 | 0.034 | 0.032 | 0.010 | 0.021 | 0.035 | -0.015 | -0.018 | -0.014 | -0.012 | 0.068 | NaN | -0.031 | -0.001 | -0.014 | -0.021 | -0.002 | 0.088 | -0.008 | -0.001 | -0.010 | -0.001 | 1.000 | -0.010 | -0.009 | -0.013 | -0.002 | -0.012 | -0.003 | 0.017 | -0.002 | -0.001 | 0.018 | -0.006 | 0.003 | -0.009 | -0.087 |
| FLAG_DOCUMENT_14 | -0.011 | 0.005 | -0.018 | 0.045 | 0.057 | 0.034 | 0.056 | 0.034 | 0.032 | 0.019 | 0.001 | 0.004 | -0.009 | NaN | 0.008 | -0.018 | -0.096 | 0.005 | -0.008 | -0.026 | -0.052 | -0.053 | 0.022 | 0.001 | 0.015 | 0.024 | -0.015 | -0.011 | -0.005 | 0.011 | 0.026 | 0.001 | 0.007 | 0.006 | -0.008 | -0.008 | -0.000 | 0.021 | 0.001 | 0.018 | 0.015 | -0.023 | 0.012 | 0.017 | 0.019 | 0.026 | 0.001 | 0.002 | -0.008 | -0.009 | -0.008 | 0.015 | -0.001 | 0.018 | 0.015 | -0.026 | 0.003 | 0.006 | 0.006 | 0.017 | 0.004 | 0.005 | -0.008 | -0.008 | -0.003 | 0.017 | -0.000 | 0.018 | 0.014 | -0.023 | 0.007 | 0.014 | 0.008 | 0.021 | 0.020 | -0.012 | -0.004 | -0.011 | -0.005 | 0.054 | NaN | -0.015 | -0.001 | -0.009 | -0.006 | -0.001 | 0.040 | 0.012 | -0.001 | -0.006 | -0.001 | -0.010 | 1.000 | -0.006 | -0.008 | -0.001 | -0.008 | -0.002 | 0.099 | 0.070 | 0.022 | 0.024 | -0.003 | -0.002 | -0.012 | -0.065 |
| FLAG_DOCUMENT_15 | 0.013 | -0.003 | 0.006 | 0.020 | 0.035 | 0.013 | 0.032 | 0.002 | 0.008 | 0.004 | 0.010 | 0.001 | -0.064 | NaN | 0.012 | 0.008 | 0.004 | 0.026 | -0.009 | 0.003 | -0.017 | -0.015 | 0.015 | 0.002 | 0.003 | 0.006 | -0.007 | -0.015 | -0.012 | 0.017 | -0.006 | -0.010 | 0.015 | 0.016 | -0.006 | -0.007 | 0.018 | 0.016 | 0.011 | 0.012 | 0.011 | 0.002 | 0.014 | 0.017 | 0.018 | 0.014 | 0.016 | 0.015 | -0.005 | -0.005 | 0.014 | 0.015 | 0.010 | 0.011 | 0.013 | 0.002 | 0.013 | 0.015 | 0.017 | 0.016 | 0.015 | 0.015 | -0.006 | -0.006 | 0.018 | 0.014 | 0.010 | 0.010 | 0.011 | 0.002 | 0.014 | 0.017 | 0.016 | 0.012 | 0.013 | -0.011 | -0.013 | -0.010 | -0.021 | 0.034 | NaN | 0.009 | -0.001 | -0.008 | -0.012 | -0.001 | 0.017 | -0.005 | -0.001 | -0.006 | -0.001 | -0.009 | -0.006 | 1.000 | -0.008 | -0.001 | -0.007 | -0.002 | 0.071 | -0.001 | -0.006 | 0.010 | -0.008 | 0.006 | -0.003 | -0.044 |
| FLAG_DOCUMENT_16 | -0.003 | -0.020 | 0.028 | 0.015 | 0.044 | -0.006 | 0.042 | 0.009 | 0.019 | 0.020 | 0.016 | -0.001 | 0.021 | NaN | 0.018 | 0.001 | -0.024 | 0.001 | -0.012 | 0.023 | 0.007 | 0.011 | 0.014 | -0.012 | -0.001 | 0.002 | -0.002 | -0.001 | 0.001 | -0.003 | 0.001 | 0.011 | 0.010 | 0.013 | 0.002 | 0.004 | 0.013 | 0.007 | 0.006 | 0.008 | -0.003 | 0.007 | 0.014 | 0.010 | -0.000 | 0.002 | 0.008 | 0.013 | 0.001 | 0.004 | 0.009 | 0.003 | 0.003 | 0.007 | -0.002 | 0.004 | 0.014 | 0.008 | -0.002 | 0.004 | 0.010 | 0.013 | 0.001 | 0.004 | 0.012 | 0.005 | 0.005 | 0.008 | -0.003 | 0.008 | 0.014 | 0.011 | -0.002 | 0.003 | 0.009 | -0.001 | -0.009 | -0.001 | -0.011 | 0.057 | NaN | 0.015 | -0.001 | -0.012 | -0.007 | -0.002 | 0.018 | 0.006 | -0.001 | -0.008 | -0.001 | -0.013 | -0.008 | -0.008 | 1.000 | -0.001 | -0.010 | -0.003 | 0.121 | -0.002 | -0.009 | -0.008 | -0.016 | -0.030 | -0.014 | -0.049 |
| FLAG_DOCUMENT_17 | -0.005 | -0.003 | 0.022 | -0.009 | -0.016 | -0.012 | -0.016 | -0.001 | 0.008 | 0.012 | -0.001 | 0.018 | -0.002 | NaN | 0.003 | -0.007 | 0.001 | 0.005 | -0.005 | 0.021 | -0.012 | -0.011 | 0.009 | -0.002 | -0.003 | -0.003 | -0.003 | -0.005 | -0.005 | -0.012 | -0.012 | -0.004 | -0.015 | 0.007 | 0.013 | 0.013 | 0.004 | 0.001 | -0.000 | 0.005 | -0.010 | 0.002 | 0.002 | 0.007 | -0.011 | -0.013 | -0.014 | 0.008 | 0.014 | 0.014 | 0.005 | 0.002 | 0.001 | 0.006 | -0.010 | 0.003 | 0.004 | 0.006 | -0.010 | -0.012 | -0.015 | 0.008 | 0.013 | 0.013 | 0.004 | 0.001 | 0.000 | 0.005 | -0.010 | 0.002 | 0.003 | 0.007 | -0.011 | -0.013 | 0.010 | -0.012 | -0.005 | -0.012 | -0.004 | 0.015 | NaN | -0.004 | -0.000 | -0.002 | -0.002 | -0.000 | 0.010 | -0.001 | -0.000 | -0.001 | -0.000 | -0.002 | -0.001 | -0.001 | -0.001 | 1.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.003 | -0.007 | 0.009 | -0.017 |
| FLAG_DOCUMENT_18 | 0.022 | -0.010 | 0.004 | 0.013 | 0.036 | -0.003 | 0.035 | 0.015 | 0.020 | 0.016 | 0.001 | 0.009 | 0.005 | NaN | 0.015 | 0.049 | -0.010 | 0.010 | -0.018 | -0.003 | -0.004 | -0.006 | 0.020 | 0.004 | 0.003 | 0.010 | -0.009 | 0.010 | 0.012 | 0.004 | -0.000 | -0.009 | 0.014 | 0.015 | 0.013 | 0.012 | 0.004 | 0.011 | -0.003 | 0.017 | 0.007 | 0.000 | 0.015 | 0.010 | -0.013 | -0.005 | 0.014 | 0.017 | 0.014 | 0.013 | 0.001 | 0.010 | -0.002 | 0.017 | 0.004 | 0.001 | 0.012 | 0.012 | -0.014 | -0.003 | 0.014 | 0.015 | 0.013 | 0.013 | 0.005 | 0.012 | -0.003 | 0.019 | 0.008 | 0.001 | 0.015 | 0.011 | -0.013 | -0.005 | 0.014 | 0.008 | -0.001 | 0.008 | -0.005 | 0.059 | NaN | -0.007 | -0.001 | -0.003 | -0.011 | -0.002 | -0.014 | 0.007 | -0.001 | -0.008 | -0.001 | -0.012 | -0.008 | -0.007 | -0.010 | -0.001 | 1.000 | -0.002 | 0.050 | -0.002 | 0.003 | 0.004 | -0.010 | -0.014 | -0.010 | -0.056 |
| FLAG_DOCUMENT_19 | 0.009 | 0.009 | 0.000 | 0.021 | 0.037 | 0.028 | 0.037 | 0.009 | 0.006 | 0.007 | -0.005 | 0.010 | -0.018 | NaN | 0.006 | 0.023 | 0.001 | 0.014 | 0.001 | -0.002 | -0.018 | -0.017 | -0.001 | 0.027 | -0.006 | 0.010 | -0.005 | -0.010 | -0.009 | 0.016 | 0.009 | 0.011 | 0.015 | 0.017 | 0.016 | 0.015 | 0.009 | 0.029 | 0.008 | 0.020 | 0.018 | 0.011 | 0.015 | 0.021 | 0.003 | 0.017 | 0.016 | 0.018 | 0.013 | 0.012 | 0.010 | 0.026 | 0.011 | 0.018 | 0.018 | 0.011 | 0.016 | 0.022 | 0.007 | 0.015 | 0.015 | 0.018 | 0.012 | 0.012 | 0.010 | 0.024 | 0.010 | 0.017 | 0.018 | 0.011 | 0.015 | 0.020 | 0.005 | 0.017 | 0.018 | -0.006 | -0.008 | -0.006 | -0.007 | 0.013 | NaN | 0.011 | -0.000 | -0.003 | -0.004 | -0.000 | -0.003 | -0.002 | -0.000 | -0.002 | -0.000 | -0.003 | -0.002 | -0.002 | -0.003 | -0.000 | -0.002 | 1.000 | -0.001 | -0.000 | -0.002 | -0.002 | -0.005 | -0.005 | -0.012 | -0.009 |
| FLAG_DOCUMENT_20 | -0.001 | 0.002 | -0.004 | 0.004 | 0.045 | 0.036 | 0.046 | -0.008 | 0.008 | 0.014 | -0.002 | 0.010 | -0.022 | NaN | 0.008 | 0.022 | 0.002 | 0.011 | -0.005 | -0.011 | 0.000 | 0.004 | 0.004 | -0.004 | 0.025 | 0.027 | -0.007 | 0.001 | 0.003 | 0.000 | 0.016 | -0.018 | -0.004 | -0.005 | 0.002 | 0.002 | 0.009 | -0.002 | -0.011 | 0.003 | 0.006 | 0.009 | -0.003 | 0.006 | -0.009 | -0.017 | -0.001 | -0.002 | 0.003 | 0.002 | 0.011 | 0.000 | -0.008 | 0.004 | 0.007 | 0.011 | -0.001 | 0.009 | -0.006 | -0.012 | -0.003 | -0.004 | 0.002 | 0.002 | 0.009 | -0.001 | -0.011 | 0.003 | 0.006 | 0.009 | -0.003 | 0.006 | -0.008 | -0.016 | 0.009 | 0.002 | -0.003 | 0.002 | -0.000 | 0.005 | NaN | 0.009 | -0.000 | -0.004 | -0.006 | -0.001 | 0.003 | -0.002 | -0.000 | -0.003 | -0.000 | 0.017 | 0.099 | 0.071 | 0.121 | -0.000 | 0.050 | -0.001 | 1.000 | -0.001 | -0.003 | -0.003 | -0.007 | -0.006 | -0.010 | -0.012 |
| FLAG_DOCUMENT_21 | 0.009 | -0.004 | -0.004 | 0.004 | -0.003 | -0.004 | -0.002 | -0.003 | 0.016 | -0.010 | -0.015 | 0.000 | 0.005 | NaN | 0.004 | -0.008 | 0.001 | 0.001 | -0.006 | -0.012 | -0.009 | -0.008 | 0.010 | -0.002 | -0.004 | -0.004 | -0.003 | 0.009 | 0.010 | -0.013 | 0.018 | 0.009 | 0.001 | -0.013 | 0.008 | 0.009 | 0.006 | 0.006 | -0.013 | 0.009 | 0.013 | -0.004 | 0.001 | 0.003 | -0.014 | -0.016 | 0.002 | -0.011 | 0.009 | 0.009 | 0.007 | 0.008 | -0.011 | 0.010 | 0.013 | -0.002 | 0.002 | 0.004 | -0.012 | -0.015 | 0.001 | -0.013 | 0.008 | 0.009 | 0.006 | 0.007 | -0.013 | 0.009 | 0.013 | -0.004 | 0.001 | 0.003 | -0.013 | -0.016 | 0.003 | -0.014 | -0.006 | -0.014 | -0.005 | -0.004 | NaN | -0.022 | -0.000 | -0.002 | -0.003 | -0.000 | -0.008 | -0.001 | -0.000 | -0.001 | -0.000 | -0.002 | 0.070 | -0.001 | -0.002 | -0.000 | -0.002 | -0.000 | -0.001 | 1.000 | -0.001 | -0.001 | -0.003 | -0.009 | -0.008 | -0.003 |
| AMT_REQ_CREDIT_BUREAU_HOUR | -0.003 | 0.007 | -0.005 | 0.006 | 0.003 | 0.015 | 0.004 | 0.002 | -0.000 | -0.006 | 0.007 | 0.012 | 0.005 | NaN | -0.010 | -0.016 | 0.005 | 0.012 | 0.008 | 0.003 | -0.005 | -0.012 | -0.012 | -0.010 | -0.011 | -0.009 | -0.016 | -0.017 | -0.014 | 0.009 | -0.004 | -0.008 | 0.000 | -0.017 | -0.003 | -0.001 | -0.001 | 0.005 | -0.011 | 0.009 | 0.009 | -0.008 | -0.002 | -0.001 | 0.005 | 0.016 | -0.003 | -0.018 | -0.004 | -0.004 | -0.003 | 0.003 | -0.010 | 0.011 | 0.008 | -0.011 | -0.007 | -0.004 | 0.003 | 0.008 | 0.000 | -0.014 | -0.004 | -0.002 | -0.001 | 0.005 | -0.009 | 0.011 | 0.009 | -0.008 | -0.003 | -0.001 | 0.006 | 0.013 | 0.007 | 0.003 | 0.007 | 0.003 | 0.009 | 0.007 | NaN | 0.004 | -0.001 | 0.000 | -0.007 | -0.002 | 0.001 | -0.005 | -0.001 | -0.007 | -0.001 | -0.001 | 0.022 | -0.006 | -0.009 | -0.001 | 0.003 | -0.002 | -0.003 | -0.001 | 1.000 | 0.176 | 0.030 | -0.005 | -0.007 | -0.014 |
| AMT_REQ_CREDIT_BUREAU_DAY | -0.004 | 0.018 | -0.008 | -0.003 | 0.006 | 0.008 | 0.006 | -0.007 | 0.005 | 0.026 | -0.003 | -0.006 | 0.004 | NaN | -0.022 | -0.019 | 0.004 | 0.000 | -0.016 | -0.014 | -0.003 | -0.002 | 0.007 | -0.009 | -0.000 | 0.002 | 0.003 | -0.002 | -0.002 | -0.011 | -0.027 | -0.016 | -0.005 | 0.002 | -0.001 | 0.000 | -0.000 | -0.006 | 0.015 | -0.004 | -0.001 | 0.005 | -0.005 | -0.002 | 0.008 | 0.018 | -0.006 | 0.003 | -0.003 | -0.002 | 0.000 | -0.009 | 0.011 | -0.004 | -0.005 | 0.007 | -0.005 | -0.000 | 0.011 | 0.016 | -0.004 | 0.003 | 0.000 | 0.001 | 0.001 | -0.006 | 0.015 | -0.003 | -0.001 | 0.005 | -0.004 | -0.000 | 0.009 | 0.017 | -0.000 | -0.011 | 0.001 | -0.012 | 0.004 | 0.019 | NaN | 0.006 | -0.001 | -0.009 | 0.029 | -0.001 | -0.010 | -0.005 | -0.001 | 0.022 | -0.001 | 0.018 | 0.024 | 0.010 | -0.008 | -0.001 | 0.004 | -0.002 | -0.003 | -0.001 | 0.176 | 1.000 | 0.057 | -0.007 | -0.020 | -0.001 |
| AMT_REQ_CREDIT_BUREAU_WEEK | -0.002 | 0.013 | 0.006 | 0.007 | 0.001 | 0.015 | 0.002 | -0.004 | -0.003 | -0.001 | -0.013 | -0.012 | -0.006 | NaN | -0.001 | -0.004 | -0.021 | 0.020 | 0.019 | 0.007 | 0.001 | 0.002 | 0.002 | 0.001 | -0.009 | -0.014 | -0.001 | -0.003 | -0.003 | 0.015 | 0.002 | -0.045 | 0.007 | 0.003 | -0.015 | -0.017 | 0.006 | -0.001 | 0.010 | -0.004 | 0.002 | 0.012 | 0.006 | 0.007 | 0.006 | 0.009 | 0.007 | 0.003 | -0.013 | -0.016 | 0.006 | -0.001 | 0.010 | -0.002 | 0.002 | 0.011 | 0.006 | 0.007 | 0.011 | 0.010 | 0.006 | 0.003 | -0.016 | -0.017 | 0.005 | -0.001 | 0.010 | -0.003 | 0.003 | 0.012 | 0.006 | 0.008 | 0.007 | 0.010 | 0.007 | 0.010 | 0.001 | 0.011 | -0.006 | -0.000 | NaN | 0.023 | -0.002 | -0.002 | 0.002 | -0.004 | -0.016 | -0.013 | -0.002 | -0.004 | -0.002 | -0.006 | -0.003 | -0.008 | -0.016 | -0.003 | -0.010 | -0.005 | -0.007 | -0.003 | 0.030 | 0.057 | 1.000 | -0.039 | -0.049 | 0.033 |
| AMT_REQ_CREDIT_BUREAU_MON | -0.007 | -0.002 | -0.012 | 0.063 | 0.059 | 0.052 | 0.054 | 0.059 | -0.017 | -0.039 | -0.011 | -0.021 | -0.024 | NaN | 0.022 | -0.005 | 0.026 | 0.019 | 0.062 | -0.004 | -0.044 | -0.044 | 0.012 | -0.005 | 0.000 | 0.004 | -0.010 | -0.003 | -0.005 | 0.018 | 0.034 | -0.019 | 0.026 | 0.016 | 0.000 | 0.001 | 0.022 | 0.040 | 0.000 | 0.038 | 0.030 | 0.003 | 0.027 | 0.030 | 0.027 | 0.020 | 0.023 | 0.010 | -0.003 | -0.000 | 0.023 | 0.039 | -0.002 | 0.037 | 0.027 | 0.001 | 0.026 | 0.024 | 0.020 | 0.012 | 0.025 | 0.016 | -0.003 | 0.000 | 0.023 | 0.040 | 0.001 | 0.037 | 0.029 | 0.002 | 0.027 | 0.029 | 0.025 | 0.017 | 0.030 | 0.015 | 0.008 | 0.014 | 0.008 | -0.044 | NaN | 0.014 | 0.016 | 0.004 | 0.005 | -0.010 | 0.013 | 0.003 | -0.005 | -0.005 | -0.005 | 0.003 | -0.002 | 0.006 | -0.030 | -0.007 | -0.014 | -0.005 | -0.006 | -0.009 | -0.005 | -0.007 | -0.039 | 1.000 | -0.053 | 0.006 |
| AMT_REQ_CREDIT_BUREAU_QRT | -0.014 | 0.005 | -0.026 | 0.010 | 0.005 | 0.015 | 0.007 | -0.015 | -0.020 | 0.018 | 0.008 | -0.003 | -0.019 | NaN | -0.019 | -0.021 | 0.021 | 0.004 | 0.035 | -0.019 | 0.025 | 0.032 | -0.010 | -0.012 | 0.003 | -0.001 | -0.001 | 0.004 | -0.004 | 0.011 | -0.004 | 0.004 | -0.012 | -0.007 | -0.002 | -0.003 | -0.012 | -0.009 | -0.008 | -0.008 | -0.002 | 0.006 | -0.013 | -0.007 | 0.009 | 0.005 | -0.015 | -0.007 | -0.004 | -0.005 | -0.012 | -0.009 | -0.009 | -0.010 | -0.000 | 0.003 | -0.014 | -0.010 | 0.007 | 0.002 | -0.013 | -0.007 | -0.001 | -0.003 | -0.011 | -0.009 | -0.009 | -0.008 | -0.000 | 0.006 | -0.013 | -0.008 | 0.009 | 0.006 | -0.007 | 0.008 | -0.004 | 0.008 | -0.006 | -0.014 | NaN | 0.028 | -0.005 | -0.018 | 0.005 | 0.004 | -0.019 | 0.003 | -0.005 | -0.005 | -0.005 | -0.009 | -0.012 | -0.003 | -0.014 | 0.009 | -0.010 | -0.012 | -0.010 | -0.008 | -0.007 | -0.020 | -0.049 | -0.053 | 1.000 | 0.098 |
| AMT_REQ_CREDIT_BUREAU_YEAR | -0.008 | 0.033 | -0.049 | 0.028 | -0.049 | 0.004 | -0.052 | -0.014 | -0.052 | -0.012 | -0.011 | -0.011 | 0.027 | NaN | -0.031 | -0.058 | 0.044 | -0.022 | 0.070 | -0.035 | 0.039 | 0.040 | -0.049 | -0.009 | -0.022 | -0.017 | -0.015 | -0.015 | -0.015 | 0.001 | -0.043 | -0.072 | -0.026 | -0.029 | -0.024 | -0.024 | -0.013 | -0.036 | -0.011 | -0.035 | -0.027 | -0.003 | -0.033 | -0.032 | -0.003 | -0.003 | -0.026 | -0.026 | -0.024 | -0.023 | -0.014 | -0.035 | -0.009 | -0.036 | -0.024 | -0.005 | -0.031 | -0.032 | -0.003 | -0.008 | -0.026 | -0.029 | -0.026 | -0.025 | -0.014 | -0.037 | -0.012 | -0.036 | -0.026 | -0.001 | -0.033 | -0.033 | -0.001 | -0.001 | -0.031 | 0.031 | 0.036 | 0.031 | 0.034 | -0.144 | NaN | 0.052 | -0.012 | -0.016 | 0.015 | -0.008 | 0.001 | -0.015 | 0.015 | -0.049 | -0.003 | -0.087 | -0.065 | -0.044 | -0.049 | -0.017 | -0.056 | -0.009 | -0.012 | -0.003 | -0.014 | -0.001 | 0.033 | 0.006 | 0.098 | 1.000 |
| SK_ID_CURR | TARGET | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | TOTALAREA_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SK_ID_CURR | 1.000 | 0.015 | 0.005 | -0.006 | -0.007 | -0.025 | -0.009 | -0.000 | 0.004 | 0.002 | -0.004 | 0.023 | -0.000 | NaN | -0.001 | -0.004 | 0.013 | -0.007 | -0.005 | 0.003 | -0.004 | -0.001 | 0.000 | -0.011 | -0.002 | 0.004 | -0.000 | -0.003 | 0.011 | -0.008 | 0.008 | -0.022 | -0.014 | -0.012 | -0.008 | -0.014 | -0.005 | -0.009 | 0.002 | -0.022 | -0.013 | 0.000 | -0.013 | -0.013 | 0.003 | 0.012 | -0.014 | -0.015 | -0.001 | -0.016 | -0.006 | -0.009 | 0.001 | -0.023 | -0.015 | -0.002 | -0.012 | -0.014 | 0.001 | 0.013 | -0.012 | -0.012 | -0.013 | -0.014 | -0.005 | -0.008 | 0.004 | -0.021 | -0.012 | -0.000 | -0.012 | -0.012 | 0.001 | 0.012 | -0.013 | 0.002 | 0.034 | 0.002 | 0.023 | -0.002 | NaN | -0.018 | -0.015 | -0.013 | -0.000 | -0.005 | 0.015 | -0.019 | 0.002 | 0.004 | -0.011 | 0.004 | -0.011 | 0.013 | -0.003 | -0.005 | 0.022 | 0.009 | -0.001 | 0.009 | -0.002 | 0.001 | -0.000 | -0.015 | -0.013 | -0.009 |
| TARGET | 0.015 | 1.000 | -0.016 | -0.046 | -0.022 | -0.007 | -0.030 | -0.030 | 0.046 | -0.013 | 0.004 | 0.030 | 0.038 | NaN | 0.014 | 0.015 | 0.008 | -0.013 | 0.005 | -0.019 | 0.056 | 0.064 | -0.016 | -0.011 | -0.008 | -0.001 | 0.001 | 0.012 | 0.004 | -0.135 | -0.137 | -0.159 | -0.032 | -0.021 | -0.011 | -0.026 | -0.018 | -0.032 | -0.011 | -0.049 | -0.033 | -0.009 | -0.032 | -0.031 | 0.003 | -0.026 | -0.027 | -0.015 | -0.002 | -0.023 | -0.015 | -0.028 | -0.009 | -0.049 | -0.031 | -0.008 | -0.028 | -0.029 | 0.006 | -0.024 | -0.031 | -0.019 | -0.014 | -0.025 | -0.017 | -0.031 | -0.010 | -0.049 | -0.033 | -0.009 | -0.030 | -0.030 | 0.004 | -0.027 | -0.033 | 0.028 | 0.019 | 0.028 | 0.024 | 0.018 | NaN | 0.052 | -0.002 | -0.013 | -0.008 | 0.015 | -0.014 | -0.000 | -0.002 | -0.006 | -0.002 | -0.029 | 0.005 | -0.003 | -0.020 | -0.003 | -0.010 | 0.009 | 0.002 | -0.004 | 0.006 | 0.015 | 0.016 | -0.006 | 0.013 | 0.033 |
| CNT_CHILDREN | 0.005 | -0.016 | 1.000 | -0.008 | -0.014 | -0.013 | -0.019 | -0.028 | 0.214 | -0.142 | 0.152 | -0.106 | 0.003 | NaN | 0.143 | -0.012 | -0.007 | -0.031 | -0.006 | 0.904 | 0.015 | 0.018 | -0.023 | -0.008 | 0.005 | 0.008 | -0.005 | 0.016 | 0.024 | -0.089 | 0.007 | 0.003 | -0.011 | 0.000 | 0.018 | 0.022 | -0.021 | -0.007 | -0.003 | -0.007 | -0.010 | 0.003 | -0.007 | -0.002 | 0.009 | 0.013 | -0.005 | 0.001 | 0.015 | 0.023 | -0.020 | -0.004 | 0.001 | -0.006 | -0.008 | 0.005 | -0.002 | -0.001 | 0.013 | 0.014 | -0.011 | -0.002 | 0.013 | 0.022 | -0.021 | -0.008 | -0.004 | -0.008 | -0.009 | 0.004 | -0.006 | -0.002 | 0.011 | 0.011 | -0.000 | 0.014 | -0.010 | 0.014 | -0.008 | -0.004 | NaN | 0.022 | -0.007 | -0.026 | -0.090 | 0.004 | 0.012 | -0.005 | -0.007 | -0.015 | -0.007 | -0.004 | -0.019 | 0.004 | 0.030 | 0.025 | -0.002 | -0.000 | -0.005 | -0.005 | -0.006 | -0.009 | 0.005 | -0.017 | -0.020 | -0.042 |
| AMT_INCOME_TOTAL | -0.006 | -0.046 | -0.008 | 1.000 | 0.353 | 0.426 | 0.360 | 0.226 | -0.066 | -0.062 | 0.024 | 0.006 | -0.128 | NaN | 0.062 | -0.008 | -0.050 | 0.045 | 0.071 | -0.018 | -0.224 | -0.236 | 0.050 | 0.057 | 0.114 | 0.112 | 0.018 | 0.020 | 0.021 | 0.108 | 0.144 | -0.057 | 0.116 | 0.061 | 0.038 | 0.050 | 0.099 | 0.159 | -0.001 | 0.202 | 0.135 | -0.025 | 0.112 | 0.131 | 0.027 | 0.111 | 0.099 | 0.043 | 0.023 | 0.046 | 0.087 | 0.142 | -0.012 | 0.195 | 0.127 | -0.032 | 0.100 | 0.114 | 0.022 | 0.095 | 0.113 | 0.055 | 0.040 | 0.050 | 0.098 | 0.153 | -0.004 | 0.201 | 0.134 | -0.025 | 0.110 | 0.127 | 0.025 | 0.107 | 0.133 | -0.064 | -0.043 | -0.064 | -0.046 | -0.006 | NaN | -0.092 | -0.006 | -0.001 | -0.034 | 0.047 | 0.146 | 0.019 | 0.000 | -0.008 | 0.025 | 0.076 | 0.065 | 0.019 | 0.018 | -0.007 | 0.041 | 0.012 | 0.000 | 0.022 | 0.014 | -0.006 | 0.018 | 0.038 | 0.004 | -0.003 |
| AMT_CREDIT | -0.007 | -0.022 | -0.014 | 0.353 | 1.000 | 0.752 | 0.988 | 0.128 | -0.164 | 0.008 | -0.020 | -0.006 | -0.084 | NaN | -0.010 | -0.021 | 0.022 | 0.051 | 0.005 | 0.025 | -0.112 | -0.116 | 0.036 | 0.012 | 0.031 | 0.039 | -0.009 | -0.016 | -0.009 | 0.171 | 0.115 | 0.044 | 0.056 | 0.040 | -0.001 | 0.021 | 0.046 | 0.075 | -0.001 | 0.105 | 0.077 | -0.020 | 0.050 | 0.061 | 0.010 | 0.037 | 0.046 | 0.032 | -0.008 | 0.021 | 0.040 | 0.069 | -0.003 | 0.105 | 0.073 | -0.021 | 0.042 | 0.052 | 0.006 | 0.032 | 0.053 | 0.037 | -0.001 | 0.020 | 0.046 | 0.073 | -0.001 | 0.105 | 0.076 | -0.019 | 0.047 | 0.059 | 0.008 | 0.034 | 0.061 | -0.024 | -0.013 | -0.023 | -0.015 | -0.039 | NaN | 0.068 | -0.010 | -0.021 | 0.023 | 0.003 | 0.068 | 0.011 | -0.008 | 0.021 | 0.016 | 0.080 | 0.079 | 0.048 | 0.067 | -0.013 | 0.061 | 0.047 | 0.070 | 0.008 | 0.002 | 0.020 | 0.006 | 0.060 | -0.002 | -0.059 |
| AMT_ANNUITY | -0.025 | -0.007 | -0.013 | 0.426 | 0.752 | 1.000 | 0.758 | 0.163 | -0.115 | -0.011 | -0.005 | -0.001 | -0.092 | NaN | 0.010 | -0.023 | 0.018 | 0.057 | 0.066 | 0.020 | -0.145 | -0.157 | 0.027 | 0.026 | 0.049 | 0.052 | -0.010 | -0.013 | -0.008 | 0.148 | 0.112 | 0.028 | 0.072 | 0.039 | 0.013 | 0.024 | 0.060 | 0.099 | -0.006 | 0.134 | 0.100 | -0.010 | 0.067 | 0.081 | 0.027 | 0.041 | 0.058 | 0.026 | 0.006 | 0.024 | 0.051 | 0.088 | -0.013 | 0.132 | 0.095 | -0.014 | 0.055 | 0.067 | 0.023 | 0.032 | 0.068 | 0.036 | 0.014 | 0.024 | 0.060 | 0.096 | -0.008 | 0.133 | 0.099 | -0.010 | 0.063 | 0.078 | 0.024 | 0.039 | 0.080 | -0.039 | -0.017 | -0.038 | -0.017 | -0.037 | NaN | 0.051 | -0.012 | -0.008 | 0.005 | 0.008 | 0.115 | 0.043 | -0.009 | -0.026 | 0.005 | 0.029 | 0.068 | 0.016 | -0.000 | -0.010 | 0.014 | 0.026 | 0.037 | 0.052 | 0.011 | 0.012 | 0.016 | 0.032 | 0.014 | -0.009 |
| AMT_GOODS_PRICE | -0.009 | -0.030 | -0.019 | 0.360 | 0.988 | 0.758 | 1.000 | 0.126 | -0.164 | 0.008 | -0.016 | -0.008 | -0.090 | NaN | -0.010 | 0.005 | 0.018 | 0.063 | 0.002 | 0.021 | -0.113 | -0.116 | 0.042 | 0.016 | 0.033 | 0.042 | -0.007 | -0.012 | -0.004 | 0.181 | 0.120 | 0.050 | 0.059 | 0.041 | 0.004 | 0.030 | 0.048 | 0.078 | -0.000 | 0.111 | 0.081 | -0.015 | 0.054 | 0.064 | 0.013 | 0.040 | 0.050 | 0.033 | -0.006 | 0.030 | 0.041 | 0.071 | -0.001 | 0.111 | 0.077 | -0.017 | 0.045 | 0.056 | 0.008 | 0.036 | 0.057 | 0.038 | 0.006 | 0.029 | 0.047 | 0.075 | -0.000 | 0.111 | 0.080 | -0.015 | 0.051 | 0.063 | 0.010 | 0.038 | 0.064 | -0.024 | -0.014 | -0.024 | -0.016 | -0.040 | NaN | 0.048 | -0.009 | -0.014 | 0.020 | 0.006 | 0.062 | 0.009 | -0.007 | 0.031 | 0.016 | 0.079 | 0.077 | 0.048 | 0.064 | -0.013 | 0.064 | 0.047 | 0.073 | 0.011 | 0.001 | 0.021 | 0.007 | 0.058 | -0.002 | -0.063 |
| REGION_POPULATION_RELATIVE | -0.000 | -0.030 | -0.028 | 0.226 | 0.128 | 0.163 | 0.126 | 1.000 | -0.054 | 0.017 | -0.074 | 0.053 | -0.092 | NaN | -0.016 | -0.010 | -0.032 | 0.124 | 0.055 | -0.033 | -0.615 | -0.593 | 0.230 | 0.053 | 0.109 | 0.139 | -0.001 | -0.018 | -0.002 | 0.143 | 0.236 | -0.039 | 0.196 | 0.075 | -0.039 | -0.063 | 0.161 | 0.285 | -0.005 | 0.336 | 0.285 | -0.110 | 0.180 | 0.188 | 0.034 | 0.094 | 0.154 | 0.035 | -0.024 | -0.070 | 0.127 | 0.246 | -0.033 | 0.317 | 0.266 | -0.118 | 0.145 | 0.148 | 0.018 | 0.058 | 0.186 | 0.068 | -0.044 | -0.063 | 0.159 | 0.274 | -0.012 | 0.332 | 0.281 | -0.114 | 0.171 | 0.181 | 0.027 | 0.083 | 0.172 | -0.058 | -0.010 | -0.057 | -0.017 | -0.005 | NaN | -0.138 | -0.003 | 0.006 | 0.009 | 0.007 | 0.145 | 0.051 | 0.003 | 0.025 | -0.007 | 0.051 | 0.057 | 0.014 | 0.008 | -0.003 | 0.015 | 0.023 | -0.010 | -0.004 | 0.010 | -0.003 | -0.005 | 0.075 | -0.020 | -0.022 |
| DAYS_BIRTH | 0.004 | 0.046 | 0.214 | -0.066 | -0.164 | -0.115 | -0.164 | -0.054 | 1.000 | -0.422 | 0.258 | 0.110 | 0.018 | NaN | 0.428 | 0.078 | -0.002 | -0.061 | 0.025 | 0.145 | 0.020 | 0.019 | 0.039 | 0.020 | 0.052 | 0.044 | 0.060 | 0.097 | 0.080 | -0.541 | -0.138 | -0.145 | -0.018 | -0.025 | -0.004 | 0.002 | -0.007 | -0.035 | -0.011 | -0.038 | -0.023 | 0.002 | -0.014 | -0.024 | 0.003 | -0.020 | -0.017 | -0.020 | -0.003 | 0.004 | -0.001 | -0.033 | -0.009 | -0.035 | -0.021 | 0.003 | -0.014 | -0.020 | 0.003 | -0.014 | -0.018 | -0.021 | -0.006 | 0.002 | -0.006 | -0.035 | -0.010 | -0.038 | -0.023 | 0.000 | -0.015 | -0.023 | 0.000 | -0.019 | -0.022 | 0.040 | 0.019 | 0.040 | 0.019 | 0.129 | NaN | 0.034 | 0.011 | -0.018 | -0.292 | 0.004 | 0.037 | 0.016 | -0.003 | 0.044 | -0.004 | 0.014 | 0.028 | 0.006 | 0.018 | 0.008 | 0.016 | 0.006 | 0.008 | 0.015 | 0.004 | 0.002 | 0.004 | -0.017 | -0.016 | -0.055 |
| DAYS_EMPLOYED | 0.002 | -0.013 | -0.142 | -0.062 | 0.008 | -0.011 | 0.008 | 0.017 | -0.422 | 1.000 | -0.133 | -0.101 | 0.017 | NaN | -0.997 | -0.118 | 0.013 | 0.030 | -0.021 | -0.116 | 0.024 | 0.025 | -0.024 | -0.000 | -0.058 | -0.054 | -0.017 | -0.094 | -0.088 | 0.197 | 0.002 | 0.047 | -0.014 | -0.007 | 0.004 | 0.010 | -0.013 | -0.003 | -0.018 | 0.006 | 0.004 | -0.016 | -0.014 | -0.011 | -0.003 | -0.008 | -0.012 | -0.008 | -0.001 | 0.009 | -0.016 | -0.003 | -0.019 | 0.006 | 0.004 | -0.015 | -0.015 | -0.010 | -0.002 | -0.005 | -0.014 | -0.010 | 0.007 | 0.010 | -0.013 | -0.003 | -0.018 | 0.006 | 0.004 | -0.016 | -0.014 | -0.011 | -0.002 | -0.008 | -0.008 | -0.010 | 0.002 | -0.010 | -0.005 | -0.012 | NaN | -0.104 | -0.002 | 0.017 | 0.575 | -0.005 | -0.090 | -0.016 | -0.002 | -0.018 | -0.003 | -0.027 | -0.008 | -0.011 | -0.017 | -0.003 | -0.015 | -0.006 | -0.008 | -0.004 | 0.004 | 0.019 | 0.001 | -0.023 | 0.014 | 0.033 |
| DAYS_REGISTRATION | -0.004 | 0.004 | 0.152 | 0.024 | -0.020 | -0.005 | -0.016 | -0.074 | 0.258 | -0.133 | 1.000 | 0.018 | -0.023 | NaN | 0.136 | 0.007 | -0.014 | -0.091 | 0.017 | 0.144 | 0.081 | 0.059 | -0.035 | -0.001 | 0.014 | 0.015 | -0.006 | 0.043 | 0.042 | -0.149 | -0.064 | -0.047 | 0.042 | 0.004 | 0.119 | 0.194 | 0.035 | 0.023 | -0.042 | 0.082 | 0.045 | 0.032 | 0.039 | 0.042 | 0.039 | 0.081 | 0.041 | 0.005 | 0.057 | 0.193 | 0.035 | 0.027 | -0.036 | 0.082 | 0.041 | 0.031 | 0.037 | 0.041 | 0.036 | 0.080 | 0.043 | 0.004 | 0.136 | 0.194 | 0.036 | 0.025 | -0.040 | 0.083 | 0.044 | 0.032 | 0.040 | 0.043 | 0.038 | 0.083 | 0.057 | 0.039 | 0.023 | 0.039 | 0.029 | 0.080 | NaN | 0.010 | -0.017 | -0.021 | -0.099 | 0.010 | 0.027 | -0.001 | 0.010 | 0.014 | 0.008 | 0.020 | 0.003 | 0.012 | 0.016 | -0.003 | 0.002 | -0.003 | -0.003 | -0.014 | 0.006 | -0.003 | -0.006 | -0.019 | 0.007 | -0.019 |
| DAYS_ID_PUBLISH | 0.023 | 0.030 | -0.106 | 0.006 | -0.006 | -0.001 | -0.008 | 0.053 | 0.110 | -0.101 | 0.018 | 1.000 | 0.007 | NaN | 0.104 | -0.014 | 0.014 | -0.029 | 0.015 | -0.108 | -0.042 | -0.048 | 0.013 | 0.019 | 0.023 | 0.020 | 0.021 | 0.020 | 0.014 | -0.048 | -0.044 | -0.123 | -0.008 | -0.006 | -0.000 | -0.010 | 0.019 | -0.005 | -0.011 | 0.007 | 0.002 | -0.023 | -0.009 | -0.009 | 0.007 | -0.006 | -0.008 | -0.003 | 0.003 | -0.011 | 0.017 | -0.007 | -0.011 | 0.008 | -0.001 | -0.021 | -0.011 | -0.011 | 0.006 | -0.008 | -0.007 | -0.004 | 0.001 | -0.011 | 0.019 | -0.006 | -0.012 | 0.006 | 0.001 | -0.022 | -0.009 | -0.009 | 0.007 | -0.005 | -0.013 | 0.010 | 0.022 | 0.009 | 0.023 | 0.100 | NaN | 0.007 | 0.000 | -0.005 | -0.080 | -0.003 | 0.003 | 0.026 | -0.006 | 0.024 | -0.010 | -0.007 | 0.002 | -0.002 | -0.003 | 0.019 | 0.007 | 0.011 | 0.009 | -0.001 | 0.014 | -0.008 | -0.008 | -0.019 | -0.001 | -0.003 |
| OWN_CAR_AGE | -0.000 | 0.038 | 0.003 | -0.128 | -0.084 | -0.092 | -0.090 | -0.092 | 0.018 | 0.017 | -0.023 | 0.007 | 1.000 | NaN | -0.018 | -0.065 | 0.011 | -0.074 | -0.013 | -0.022 | 0.095 | 0.094 | -0.073 | -0.006 | -0.021 | -0.014 | -0.001 | -0.000 | 0.001 | -0.077 | -0.068 | -0.032 | -0.052 | -0.031 | -0.027 | -0.051 | -0.034 | -0.063 | -0.010 | -0.093 | -0.071 | -0.016 | -0.048 | -0.058 | -0.026 | -0.045 | -0.046 | -0.026 | -0.011 | -0.049 | -0.030 | -0.058 | -0.007 | -0.092 | -0.069 | -0.016 | -0.042 | -0.052 | -0.023 | -0.041 | -0.051 | -0.029 | -0.029 | -0.049 | -0.034 | -0.062 | -0.010 | -0.092 | -0.071 | -0.016 | -0.048 | -0.058 | -0.026 | -0.043 | -0.058 | 0.016 | 0.001 | 0.016 | 0.009 | 0.000 | NaN | 0.040 | -0.007 | 0.016 | 0.015 | 0.009 | -0.067 | 0.006 | -0.002 | -0.018 | -0.005 | -0.070 | -0.013 | -0.036 | 0.002 | -0.004 | -0.008 | -0.013 | -0.016 | -0.001 | 0.001 | -0.001 | -0.008 | -0.004 | -0.023 | -0.017 |
| FLAG_MOBIL | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| FLAG_EMP_PHONE | -0.001 | 0.014 | 0.143 | 0.062 | -0.010 | 0.010 | -0.010 | -0.016 | 0.428 | -0.997 | 0.136 | 0.104 | -0.018 | NaN | 1.000 | 0.118 | -0.014 | -0.033 | 0.022 | 0.116 | -0.024 | -0.025 | 0.023 | 0.001 | 0.059 | 0.056 | 0.019 | 0.096 | 0.090 | -0.201 | -0.005 | -0.051 | 0.014 | 0.007 | -0.004 | -0.010 | 0.014 | 0.004 | 0.017 | -0.005 | -0.003 | 0.016 | 0.015 | 0.011 | 0.003 | 0.008 | 0.013 | 0.008 | 0.001 | -0.009 | 0.017 | 0.004 | 0.018 | -0.005 | -0.003 | 0.015 | 0.015 | 0.010 | 0.002 | 0.005 | 0.014 | 0.010 | -0.008 | -0.010 | 0.014 | 0.004 | 0.017 | -0.005 | -0.002 | 0.016 | 0.014 | 0.011 | 0.002 | 0.008 | 0.008 | 0.011 | -0.001 | 0.010 | 0.006 | 0.017 | NaN | 0.103 | 0.002 | -0.021 | -0.574 | 0.004 | 0.091 | 0.016 | 0.002 | 0.019 | 0.002 | 0.027 | 0.008 | 0.012 | 0.018 | 0.003 | 0.015 | 0.006 | 0.008 | 0.004 | -0.009 | -0.018 | -0.000 | 0.022 | -0.013 | -0.033 |
| FLAG_WORK_PHONE | -0.004 | 0.015 | -0.012 | -0.008 | -0.021 | -0.023 | 0.005 | -0.010 | 0.078 | -0.118 | 0.007 | -0.014 | -0.065 | NaN | 0.118 | 1.000 | 0.028 | 0.318 | -0.067 | 0.002 | -0.011 | -0.002 | 0.044 | 0.053 | 0.040 | 0.028 | 0.070 | 0.098 | 0.085 | -0.026 | -0.001 | -0.049 | 0.004 | -0.002 | 0.009 | 0.009 | -0.008 | 0.005 | 0.010 | -0.009 | 0.003 | 0.004 | 0.009 | 0.008 | 0.000 | 0.006 | 0.007 | 0.001 | 0.006 | 0.009 | -0.008 | 0.008 | 0.015 | -0.008 | 0.005 | 0.008 | 0.009 | 0.011 | 0.003 | 0.008 | 0.005 | -0.001 | 0.011 | 0.009 | -0.008 | 0.006 | 0.010 | -0.009 | 0.003 | 0.004 | 0.010 | 0.010 | 0.002 | 0.006 | 0.002 | -0.007 | -0.003 | -0.007 | -0.004 | -0.048 | NaN | -0.007 | -0.005 | 0.039 | -0.068 | 0.002 | 0.016 | 0.014 | -0.005 | 0.158 | -0.005 | 0.000 | -0.018 | 0.008 | 0.001 | -0.007 | 0.049 | 0.023 | 0.022 | -0.008 | -0.016 | -0.015 | -0.005 | 0.001 | -0.020 | -0.060 |
| FLAG_CONT_MOBILE | 0.013 | 0.008 | -0.007 | -0.050 | 0.022 | 0.018 | 0.018 | -0.032 | -0.002 | 0.013 | -0.014 | 0.014 | 0.011 | NaN | -0.014 | 0.028 | 1.000 | 0.009 | -0.006 | -0.013 | 0.010 | 0.019 | -0.008 | -0.006 | 0.008 | -0.001 | 0.011 | 0.014 | 0.012 | -0.021 | -0.003 | 0.000 | -0.020 | -0.023 | -0.015 | -0.023 | -0.013 | -0.028 | 0.002 | -0.041 | -0.014 | -0.012 | -0.020 | -0.030 | -0.025 | -0.018 | -0.016 | -0.017 | -0.007 | -0.019 | -0.010 | -0.024 | 0.002 | -0.041 | -0.010 | -0.003 | -0.016 | -0.026 | -0.016 | -0.016 | -0.017 | -0.018 | -0.018 | -0.023 | -0.013 | -0.025 | 0.004 | -0.042 | -0.014 | -0.007 | -0.019 | -0.027 | -0.025 | -0.016 | -0.021 | 0.018 | 0.010 | 0.018 | 0.011 | -0.043 | NaN | 0.025 | 0.001 | 0.007 | 0.010 | 0.001 | -0.050 | 0.004 | 0.001 | 0.005 | 0.001 | -0.130 | -0.096 | 0.004 | -0.024 | 0.001 | -0.010 | 0.001 | 0.002 | 0.001 | 0.005 | 0.004 | -0.019 | 0.018 | 0.020 | 0.037 |
| FLAG_PHONE | -0.007 | -0.013 | -0.031 | 0.045 | 0.051 | 0.057 | 0.063 | 0.124 | -0.061 | 0.030 | -0.091 | -0.029 | -0.074 | NaN | -0.033 | 0.318 | 0.009 | 1.000 | 0.011 | -0.014 | -0.114 | -0.104 | 0.080 | 0.027 | 0.005 | 0.005 | -0.015 | -0.007 | 0.000 | 0.092 | 0.071 | -0.025 | 0.053 | 0.043 | -0.006 | -0.012 | 0.041 | 0.080 | 0.039 | 0.072 | 0.062 | -0.013 | 0.057 | 0.063 | 0.002 | 0.016 | 0.046 | 0.036 | 0.000 | -0.013 | 0.032 | 0.074 | 0.035 | 0.068 | 0.060 | -0.011 | 0.051 | 0.056 | -0.003 | 0.012 | 0.052 | 0.042 | -0.009 | -0.013 | 0.040 | 0.079 | 0.038 | 0.071 | 0.062 | -0.014 | 0.057 | 0.062 | 0.001 | 0.013 | 0.051 | -0.051 | -0.022 | -0.051 | -0.024 | -0.077 | NaN | -0.024 | 0.014 | 0.091 | 0.025 | 0.018 | 0.022 | 0.026 | 0.014 | 0.027 | -0.006 | 0.025 | 0.005 | 0.026 | 0.001 | 0.005 | 0.010 | 0.014 | 0.011 | 0.001 | 0.011 | 0.003 | 0.020 | 0.033 | 0.009 | -0.026 |
| FLAG_EMAIL | -0.005 | 0.005 | -0.006 | 0.071 | 0.005 | 0.066 | 0.002 | 0.055 | 0.025 | -0.021 | 0.017 | 0.015 | -0.013 | NaN | 0.022 | -0.067 | -0.006 | 0.011 | 1.000 | -0.017 | -0.069 | -0.061 | 0.008 | 0.005 | 0.005 | 0.007 | -0.017 | -0.016 | -0.016 | 0.050 | 0.008 | -0.071 | 0.032 | 0.017 | 0.019 | 0.020 | 0.032 | 0.046 | 0.001 | 0.069 | 0.070 | -0.003 | 0.028 | 0.040 | -0.013 | 0.010 | 0.030 | 0.012 | 0.015 | 0.019 | 0.028 | 0.044 | -0.002 | 0.066 | 0.065 | -0.002 | 0.029 | 0.037 | -0.013 | 0.007 | 0.033 | 0.017 | 0.018 | 0.019 | 0.032 | 0.046 | 0.001 | 0.068 | 0.069 | -0.001 | 0.029 | 0.040 | -0.013 | 0.010 | 0.040 | -0.012 | -0.014 | -0.012 | -0.012 | -0.005 | NaN | -0.011 | -0.004 | 0.003 | -0.002 | 0.007 | 0.027 | 0.023 | -0.004 | -0.014 | -0.004 | -0.011 | -0.008 | -0.009 | -0.012 | -0.005 | -0.018 | 0.001 | -0.005 | -0.006 | 0.008 | -0.016 | 0.018 | 0.029 | 0.029 | 0.067 |
| CNT_FAM_MEMBERS | 0.003 | -0.019 | 0.904 | -0.018 | 0.025 | 0.020 | 0.021 | -0.033 | 0.145 | -0.116 | 0.144 | -0.108 | -0.022 | NaN | 0.116 | 0.002 | -0.013 | -0.014 | -0.017 | 1.000 | 0.026 | 0.029 | -0.028 | -0.011 | -0.007 | -0.003 | -0.009 | 0.011 | 0.022 | -0.044 | 0.018 | 0.022 | -0.019 | -0.003 | 0.021 | 0.027 | -0.026 | -0.013 | -0.007 | -0.008 | -0.014 | 0.002 | -0.015 | -0.005 | 0.008 | 0.008 | -0.012 | -0.002 | 0.015 | 0.028 | -0.024 | -0.009 | -0.003 | -0.006 | -0.010 | 0.005 | -0.011 | -0.004 | 0.011 | 0.008 | -0.019 | -0.005 | 0.018 | 0.026 | -0.026 | -0.013 | -0.008 | -0.008 | -0.013 | 0.003 | -0.014 | -0.005 | 0.010 | 0.005 | -0.004 | 0.020 | -0.006 | 0.020 | -0.005 | -0.023 | NaN | 0.034 | -0.014 | -0.028 | -0.074 | -0.008 | 0.003 | -0.010 | -0.014 | -0.020 | -0.004 | -0.017 | -0.027 | 0.002 | 0.024 | 0.023 | -0.006 | -0.002 | -0.011 | -0.012 | 0.003 | -0.016 | 0.004 | -0.018 | -0.013 | -0.031 |
| REGION_RATING_CLIENT | -0.004 | 0.056 | 0.015 | -0.224 | -0.112 | -0.145 | -0.113 | -0.615 | 0.020 | 0.024 | 0.081 | -0.042 | 0.095 | NaN | -0.024 | -0.011 | 0.010 | -0.114 | -0.069 | 0.026 | 1.000 | 0.914 | -0.320 | -0.076 | -0.182 | -0.193 | -0.017 | -0.039 | -0.050 | -0.141 | -0.339 | 0.025 | -0.160 | -0.041 | 0.010 | 0.016 | -0.138 | -0.230 | 0.017 | -0.273 | -0.226 | 0.093 | -0.154 | -0.159 | -0.016 | -0.116 | -0.120 | 0.001 | 0.008 | 0.023 | -0.111 | -0.197 | 0.045 | -0.256 | -0.210 | 0.109 | -0.121 | -0.118 | 0.000 | -0.081 | -0.151 | -0.033 | 0.012 | 0.016 | -0.136 | -0.221 | 0.023 | -0.270 | -0.223 | 0.096 | -0.147 | -0.153 | -0.011 | -0.106 | -0.156 | 0.068 | 0.034 | 0.068 | 0.045 | -0.001 | NaN | 0.115 | 0.000 | -0.005 | 0.027 | 0.000 | -0.138 | -0.034 | 0.000 | 0.003 | 0.000 | -0.064 | -0.052 | -0.017 | 0.007 | -0.012 | -0.004 | -0.018 | 0.000 | -0.009 | -0.005 | -0.007 | -0.003 | -0.071 | 0.025 | 0.036 |
| REGION_RATING_CLIENT_W_CITY | -0.001 | 0.064 | 0.018 | -0.236 | -0.116 | -0.157 | -0.116 | -0.593 | 0.019 | 0.025 | 0.059 | -0.048 | 0.094 | NaN | -0.025 | -0.002 | 0.019 | -0.104 | -0.061 | 0.029 | 0.914 | 1.000 | -0.275 | -0.072 | -0.168 | -0.177 | -0.010 | -0.012 | -0.023 | -0.132 | -0.330 | 0.020 | -0.188 | -0.062 | -0.001 | 0.000 | -0.145 | -0.248 | 0.004 | -0.288 | -0.234 | 0.072 | -0.181 | -0.187 | -0.014 | -0.121 | -0.151 | -0.024 | -0.000 | 0.006 | -0.120 | -0.217 | 0.030 | -0.273 | -0.220 | 0.085 | -0.151 | -0.151 | 0.001 | -0.090 | -0.180 | -0.054 | -0.000 | 0.000 | -0.143 | -0.240 | 0.010 | -0.285 | -0.232 | 0.075 | -0.175 | -0.181 | -0.010 | -0.113 | -0.183 | 0.057 | 0.033 | 0.057 | 0.041 | -0.008 | NaN | 0.124 | 0.001 | -0.009 | 0.022 | 0.002 | -0.144 | -0.036 | 0.001 | -0.006 | 0.001 | -0.069 | -0.052 | -0.015 | 0.011 | -0.011 | -0.006 | -0.017 | 0.004 | -0.008 | -0.011 | -0.005 | -0.001 | -0.067 | 0.032 | 0.037 |
| HOUR_APPR_PROCESS_START | 0.000 | -0.016 | -0.023 | 0.050 | 0.036 | 0.027 | 0.042 | 0.230 | 0.039 | -0.024 | -0.035 | 0.013 | -0.073 | NaN | 0.023 | 0.044 | -0.008 | 0.080 | 0.008 | -0.028 | -0.320 | -0.275 | 1.000 | 0.051 | 0.073 | 0.071 | 0.011 | 0.006 | 0.010 | 0.075 | 0.171 | -0.035 | 0.090 | 0.022 | -0.017 | -0.014 | 0.054 | 0.111 | 0.002 | 0.139 | 0.122 | -0.028 | 0.083 | 0.085 | 0.024 | 0.054 | 0.076 | 0.011 | -0.017 | -0.017 | 0.046 | 0.101 | -0.004 | 0.131 | 0.116 | -0.033 | 0.074 | 0.071 | 0.019 | 0.042 | 0.087 | 0.022 | -0.010 | -0.015 | 0.053 | 0.108 | 0.001 | 0.138 | 0.121 | -0.029 | 0.080 | 0.084 | 0.021 | 0.050 | 0.076 | -0.015 | 0.005 | -0.015 | -0.002 | -0.008 | NaN | -0.048 | 0.016 | 0.025 | -0.012 | 0.009 | 0.034 | 0.004 | -0.012 | -0.006 | 0.013 | 0.040 | 0.023 | 0.013 | 0.014 | 0.007 | 0.019 | -0.000 | 0.003 | 0.012 | -0.013 | 0.010 | 0.003 | 0.032 | -0.007 | -0.047 |
| REG_REGION_NOT_LIVE_REGION | -0.011 | -0.011 | -0.008 | 0.057 | 0.012 | 0.026 | 0.016 | 0.053 | 0.020 | -0.000 | -0.001 | 0.019 | -0.006 | NaN | 0.001 | 0.053 | -0.006 | 0.027 | 0.005 | -0.011 | -0.076 | -0.072 | 0.051 | 1.000 | 0.350 | 0.115 | 0.415 | 0.144 | 0.051 | 0.005 | 0.032 | -0.024 | 0.014 | -0.000 | 0.002 | -0.002 | 0.026 | 0.027 | -0.004 | 0.031 | 0.014 | -0.027 | 0.013 | 0.012 | -0.009 | -0.002 | 0.002 | -0.005 | 0.002 | -0.004 | 0.017 | 0.016 | -0.011 | 0.032 | 0.012 | -0.027 | 0.001 | 0.002 | -0.009 | -0.004 | 0.012 | -0.002 | 0.000 | -0.002 | 0.025 | 0.025 | -0.006 | 0.031 | 0.013 | -0.027 | 0.012 | 0.011 | -0.009 | -0.003 | 0.017 | -0.018 | -0.007 | -0.018 | -0.007 | 0.011 | NaN | -0.032 | -0.001 | 0.006 | -0.020 | 0.038 | 0.029 | 0.004 | -0.001 | 0.029 | -0.001 | 0.003 | 0.001 | 0.002 | -0.012 | -0.002 | 0.004 | 0.027 | -0.004 | -0.002 | -0.010 | -0.008 | -0.001 | 0.003 | -0.015 | -0.009 |
| REG_REGION_NOT_WORK_REGION | -0.002 | -0.008 | 0.005 | 0.114 | 0.031 | 0.049 | 0.033 | 0.109 | 0.052 | -0.058 | 0.014 | 0.023 | -0.021 | NaN | 0.059 | 0.040 | 0.008 | 0.005 | 0.005 | -0.007 | -0.182 | -0.168 | 0.073 | 0.350 | 1.000 | 0.885 | 0.160 | 0.321 | 0.279 | -0.020 | 0.044 | -0.041 | 0.014 | -0.021 | 0.024 | 0.028 | 0.021 | 0.036 | -0.017 | 0.053 | 0.044 | -0.017 | 0.012 | 0.020 | 0.009 | 0.019 | 0.014 | -0.018 | 0.016 | 0.028 | 0.021 | 0.037 | -0.015 | 0.055 | 0.046 | -0.015 | 0.011 | 0.021 | 0.011 | 0.024 | 0.015 | -0.020 | 0.024 | 0.028 | 0.021 | 0.036 | -0.018 | 0.055 | 0.045 | -0.017 | 0.013 | 0.021 | 0.010 | 0.020 | 0.028 | -0.033 | -0.010 | -0.032 | -0.014 | 0.037 | NaN | -0.039 | -0.002 | 0.008 | -0.035 | 0.015 | 0.055 | 0.006 | -0.002 | 0.013 | -0.002 | 0.023 | 0.015 | 0.003 | -0.001 | -0.003 | 0.003 | -0.006 | 0.025 | -0.004 | -0.011 | 0.005 | -0.004 | 0.024 | -0.001 | -0.018 |
| LIVE_REGION_NOT_WORK_REGION | 0.004 | -0.001 | 0.008 | 0.112 | 0.039 | 0.052 | 0.042 | 0.139 | 0.044 | -0.054 | 0.015 | 0.020 | -0.014 | NaN | 0.056 | 0.028 | -0.001 | 0.005 | 0.007 | -0.003 | -0.193 | -0.177 | 0.071 | 0.115 | 0.885 | 1.000 | 0.045 | 0.268 | 0.311 | -0.012 | 0.044 | -0.039 | 0.024 | -0.014 | 0.020 | 0.023 | 0.038 | 0.044 | -0.012 | 0.061 | 0.056 | -0.013 | 0.022 | 0.028 | 0.013 | 0.024 | 0.022 | -0.012 | 0.014 | 0.023 | 0.037 | 0.043 | -0.011 | 0.063 | 0.058 | -0.011 | 0.020 | 0.027 | 0.014 | 0.028 | 0.025 | -0.014 | 0.021 | 0.023 | 0.038 | 0.044 | -0.012 | 0.063 | 0.058 | -0.013 | 0.023 | 0.028 | 0.015 | 0.026 | 0.035 | -0.029 | -0.010 | -0.028 | -0.012 | 0.032 | NaN | -0.042 | -0.002 | 0.001 | -0.032 | -0.004 | 0.059 | 0.002 | -0.002 | 0.001 | -0.002 | 0.019 | 0.024 | 0.006 | 0.002 | -0.003 | 0.010 | 0.010 | 0.027 | -0.004 | -0.009 | 0.007 | -0.008 | 0.027 | -0.003 | -0.014 |
| REG_CITY_NOT_LIVE_CITY | -0.000 | 0.001 | -0.005 | 0.018 | -0.009 | -0.010 | -0.007 | -0.001 | 0.060 | -0.017 | -0.006 | 0.021 | -0.001 | NaN | 0.019 | 0.070 | 0.011 | -0.015 | -0.017 | -0.009 | -0.017 | -0.010 | 0.011 | 0.415 | 0.160 | 0.045 | 1.000 | 0.346 | 0.136 | -0.041 | -0.001 | -0.033 | -0.027 | -0.022 | 0.008 | 0.007 | -0.017 | -0.025 | -0.017 | -0.031 | -0.026 | -0.025 | -0.029 | -0.029 | -0.014 | -0.020 | -0.027 | -0.019 | 0.007 | 0.007 | -0.018 | -0.026 | -0.016 | -0.028 | -0.026 | -0.023 | -0.030 | -0.028 | -0.012 | -0.020 | -0.027 | -0.021 | 0.007 | 0.007 | -0.016 | -0.024 | -0.016 | -0.030 | -0.026 | -0.025 | -0.029 | -0.029 | -0.014 | -0.019 | -0.025 | -0.015 | -0.005 | -0.016 | 0.000 | 0.038 | NaN | -0.023 | -0.002 | -0.010 | -0.015 | -0.004 | 0.014 | 0.001 | -0.002 | 0.044 | -0.002 | 0.002 | -0.015 | -0.007 | -0.002 | -0.003 | -0.009 | -0.005 | -0.007 | -0.003 | -0.016 | 0.000 | -0.002 | -0.006 | 0.000 | -0.016 |
| REG_CITY_NOT_WORK_CITY | -0.003 | 0.012 | 0.016 | 0.020 | -0.016 | -0.013 | -0.012 | -0.018 | 0.097 | -0.094 | 0.043 | 0.020 | -0.000 | NaN | 0.096 | 0.098 | 0.014 | -0.007 | -0.016 | 0.011 | -0.039 | -0.012 | 0.006 | 0.144 | 0.321 | 0.268 | 0.346 | 1.000 | 0.880 | -0.084 | -0.021 | -0.025 | -0.084 | -0.056 | 0.020 | 0.030 | -0.044 | -0.077 | -0.035 | -0.094 | -0.089 | -0.022 | -0.084 | -0.080 | -0.010 | -0.011 | -0.075 | -0.045 | 0.010 | 0.031 | -0.039 | -0.068 | -0.025 | -0.087 | -0.084 | -0.019 | -0.078 | -0.070 | -0.007 | -0.000 | -0.081 | -0.054 | 0.026 | 0.030 | -0.043 | -0.074 | -0.033 | -0.091 | -0.087 | -0.021 | -0.082 | -0.078 | -0.009 | -0.007 | -0.074 | 0.008 | -0.005 | 0.008 | -0.003 | 0.034 | NaN | -0.004 | -0.004 | 0.007 | -0.059 | 0.020 | 0.015 | -0.011 | -0.004 | 0.029 | -0.004 | -0.001 | -0.011 | -0.015 | -0.001 | -0.005 | 0.010 | -0.010 | 0.001 | 0.009 | -0.014 | 0.004 | -0.003 | 0.010 | 0.007 | -0.020 |
| LIVE_CITY_NOT_WORK_CITY | 0.011 | 0.004 | 0.024 | 0.021 | -0.009 | -0.008 | -0.004 | -0.002 | 0.080 | -0.088 | 0.042 | 0.014 | 0.001 | NaN | 0.090 | 0.085 | 0.012 | 0.000 | -0.016 | 0.022 | -0.050 | -0.023 | 0.010 | 0.051 | 0.279 | 0.311 | 0.136 | 0.880 | 1.000 | -0.070 | -0.017 | -0.017 | -0.072 | -0.050 | 0.015 | 0.023 | -0.031 | -0.071 | -0.029 | -0.081 | -0.073 | -0.019 | -0.073 | -0.072 | -0.008 | -0.009 | -0.064 | -0.040 | 0.006 | 0.024 | -0.027 | -0.064 | -0.020 | -0.074 | -0.069 | -0.015 | -0.068 | -0.062 | -0.006 | 0.002 | -0.070 | -0.048 | 0.021 | 0.024 | -0.030 | -0.069 | -0.028 | -0.078 | -0.072 | -0.018 | -0.071 | -0.069 | -0.008 | -0.004 | -0.066 | 0.012 | -0.006 | 0.012 | -0.003 | 0.027 | NaN | -0.006 | -0.004 | 0.006 | -0.058 | 0.021 | 0.013 | -0.009 | -0.004 | 0.007 | -0.004 | 0.002 | -0.005 | -0.012 | 0.001 | -0.005 | 0.012 | -0.009 | 0.003 | 0.010 | -0.011 | 0.005 | -0.003 | 0.005 | 0.001 | -0.021 |
| EXT_SOURCE_1 | -0.008 | -0.135 | -0.089 | 0.108 | 0.171 | 0.148 | 0.181 | 0.143 | -0.541 | 0.197 | -0.149 | -0.048 | -0.077 | NaN | -0.201 | -0.026 | -0.021 | 0.092 | 0.050 | -0.044 | -0.141 | -0.132 | 0.075 | 0.005 | -0.020 | -0.012 | -0.041 | -0.084 | -0.070 | 1.000 | 0.213 | 0.139 | 0.061 | 0.046 | 0.023 | 0.030 | 0.042 | 0.088 | 0.010 | 0.119 | 0.086 | -0.005 | 0.056 | 0.077 | 0.018 | 0.063 | 0.050 | 0.032 | 0.013 | 0.027 | 0.033 | 0.079 | 0.002 | 0.113 | 0.081 | -0.010 | 0.047 | 0.063 | 0.015 | 0.051 | 0.059 | 0.044 | 0.021 | 0.029 | 0.041 | 0.086 | 0.010 | 0.118 | 0.085 | -0.004 | 0.055 | 0.075 | 0.017 | 0.059 | 0.074 | -0.048 | -0.028 | -0.048 | -0.032 | -0.108 | NaN | -0.038 | -0.004 | 0.009 | 0.139 | -0.008 | -0.026 | 0.009 | 0.003 | -0.004 | -0.003 | 0.015 | 0.009 | 0.017 | -0.001 | -0.011 | 0.004 | 0.016 | 0.001 | -0.013 | 0.006 | -0.012 | 0.013 | 0.028 | 0.005 | 0.001 |
| EXT_SOURCE_2 | 0.008 | -0.137 | 0.007 | 0.144 | 0.115 | 0.112 | 0.120 | 0.236 | -0.138 | 0.002 | -0.064 | -0.044 | -0.068 | NaN | -0.005 | -0.001 | -0.003 | 0.071 | 0.008 | 0.018 | -0.339 | -0.330 | 0.171 | 0.032 | 0.044 | 0.044 | -0.001 | -0.021 | -0.017 | 0.213 | 1.000 | 0.099 | 0.075 | 0.032 | 0.018 | 0.021 | 0.037 | 0.114 | -0.006 | 0.143 | 0.109 | -0.022 | 0.070 | 0.084 | 0.025 | 0.054 | 0.059 | 0.015 | 0.010 | 0.017 | 0.026 | 0.100 | -0.019 | 0.136 | 0.101 | -0.031 | 0.056 | 0.066 | 0.019 | 0.038 | 0.071 | 0.029 | 0.020 | 0.021 | 0.038 | 0.111 | -0.008 | 0.141 | 0.108 | -0.023 | 0.068 | 0.082 | 0.022 | 0.050 | 0.077 | -0.039 | -0.031 | -0.039 | -0.036 | -0.169 | NaN | -0.058 | 0.000 | 0.030 | -0.007 | 0.013 | 0.051 | -0.000 | 0.005 | -0.015 | 0.008 | 0.044 | 0.025 | -0.013 | 0.007 | -0.018 | 0.006 | 0.011 | 0.015 | 0.015 | -0.005 | -0.022 | -0.003 | 0.042 | 0.004 | -0.039 |
| EXT_SOURCE_3 | -0.022 | -0.159 | 0.003 | -0.057 | 0.044 | 0.028 | 0.050 | -0.039 | -0.145 | 0.047 | -0.047 | -0.123 | -0.032 | NaN | -0.051 | -0.049 | 0.000 | -0.025 | -0.071 | 0.022 | 0.025 | 0.020 | -0.035 | -0.024 | -0.041 | -0.039 | -0.033 | -0.025 | -0.017 | 0.139 | 0.099 | 1.000 | 0.002 | -0.001 | 0.006 | 0.025 | -0.005 | 0.001 | 0.006 | -0.005 | -0.010 | 0.017 | -0.001 | 0.002 | 0.011 | 0.014 | 0.004 | -0.001 | -0.001 | 0.025 | -0.004 | 0.004 | 0.005 | -0.003 | -0.007 | 0.015 | -0.000 | 0.003 | 0.009 | 0.014 | 0.001 | -0.002 | 0.009 | 0.025 | -0.005 | 0.001 | 0.006 | -0.005 | -0.009 | 0.016 | -0.002 | 0.002 | 0.008 | 0.012 | 0.001 | -0.028 | -0.045 | -0.028 | -0.045 | -0.064 | NaN | -0.031 | -0.014 | 0.001 | 0.024 | -0.003 | -0.002 | -0.001 | -0.015 | -0.001 | -0.001 | 0.007 | 0.003 | -0.008 | 0.011 | -0.006 | -0.008 | 0.012 | -0.016 | 0.010 | -0.006 | -0.014 | -0.046 | -0.018 | -0.012 | -0.084 |
| APARTMENTS_AVG | -0.014 | -0.032 | -0.011 | 0.116 | 0.056 | 0.072 | 0.059 | 0.196 | -0.018 | -0.014 | 0.042 | -0.008 | -0.052 | NaN | 0.014 | 0.004 | -0.020 | 0.053 | 0.032 | -0.019 | -0.160 | -0.188 | 0.090 | 0.014 | 0.014 | 0.024 | -0.027 | -0.084 | -0.072 | 0.061 | 0.075 | 0.002 | 1.000 | 0.660 | 0.239 | 0.355 | 0.551 | 0.857 | 0.579 | 0.620 | 0.457 | 0.398 | 0.944 | 0.934 | 0.242 | 0.353 | 0.969 | 0.642 | 0.134 | 0.354 | 0.541 | 0.843 | 0.547 | 0.617 | 0.450 | 0.392 | 0.931 | 0.911 | 0.230 | 0.346 | 0.993 | 0.663 | 0.260 | 0.354 | 0.550 | 0.856 | 0.574 | 0.616 | 0.455 | 0.400 | 0.941 | 0.931 | 0.235 | 0.353 | 0.898 | -0.033 | -0.011 | -0.034 | -0.016 | -0.001 | NaN | -0.058 | 0.006 | 0.020 | -0.016 | 0.012 | 0.065 | -0.006 | -0.004 | 0.018 | 0.023 | 0.052 | 0.002 | 0.026 | 0.004 | -0.011 | 0.006 | 0.013 | -0.003 | -0.003 | -0.001 | -0.001 | 0.008 | 0.027 | -0.012 | -0.026 |
| BASEMENTAREA_AVG | -0.012 | -0.021 | 0.000 | 0.061 | 0.040 | 0.039 | 0.041 | 0.075 | -0.025 | -0.007 | 0.004 | -0.006 | -0.031 | NaN | 0.007 | -0.002 | -0.023 | 0.043 | 0.017 | -0.003 | -0.041 | -0.062 | 0.022 | -0.000 | -0.021 | -0.014 | -0.022 | -0.056 | -0.050 | 0.046 | 0.032 | -0.001 | 0.660 | 1.000 | 0.164 | 0.251 | 0.398 | 0.566 | 0.647 | 0.322 | 0.225 | 0.381 | 0.642 | 0.679 | 0.151 | 0.294 | 0.645 | 0.957 | 0.091 | 0.251 | 0.391 | 0.555 | 0.619 | 0.322 | 0.223 | 0.376 | 0.639 | 0.659 | 0.149 | 0.277 | 0.660 | 0.987 | 0.181 | 0.250 | 0.399 | 0.565 | 0.643 | 0.319 | 0.225 | 0.383 | 0.645 | 0.678 | 0.151 | 0.296 | 0.654 | -0.014 | -0.013 | -0.015 | -0.015 | 0.001 | NaN | -0.042 | 0.009 | 0.009 | -0.003 | -0.000 | 0.039 | 0.004 | -0.002 | 0.011 | 0.031 | 0.036 | 0.005 | 0.031 | 0.011 | 0.001 | 0.009 | 0.015 | -0.007 | -0.010 | -0.007 | 0.008 | 0.004 | 0.013 | -0.004 | -0.021 |
| YEARS_BEGINEXPLUATATION_AVG | -0.008 | -0.011 | 0.018 | 0.038 | -0.001 | 0.013 | 0.004 | -0.039 | -0.004 | 0.004 | 0.119 | -0.000 | -0.027 | NaN | -0.004 | 0.009 | -0.015 | -0.006 | 0.019 | 0.021 | 0.010 | -0.001 | -0.017 | 0.002 | 0.024 | 0.020 | 0.008 | 0.020 | 0.015 | 0.023 | 0.018 | 0.006 | 0.239 | 0.164 | 1.000 | 0.631 | 0.165 | 0.244 | 0.053 | 0.351 | 0.249 | 0.115 | 0.221 | 0.252 | 0.058 | 0.108 | 0.233 | 0.152 | 0.919 | 0.623 | 0.158 | 0.241 | 0.044 | 0.346 | 0.243 | 0.107 | 0.216 | 0.240 | 0.053 | 0.097 | 0.240 | 0.163 | 0.896 | 0.630 | 0.165 | 0.244 | 0.053 | 0.351 | 0.248 | 0.115 | 0.223 | 0.251 | 0.057 | 0.106 | 0.264 | 0.002 | -0.016 | 0.002 | -0.014 | -0.004 | NaN | -0.019 | -0.003 | 0.006 | 0.005 | 0.003 | -0.001 | -0.003 | -0.005 | 0.003 | 0.006 | -0.001 | -0.007 | -0.004 | -0.031 | 0.008 | 0.012 | 0.008 | 0.000 | 0.004 | -0.004 | 0.001 | -0.005 | 0.003 | 0.012 | -0.014 |
| YEARS_BUILD_AVG | -0.014 | -0.026 | 0.022 | 0.050 | 0.021 | 0.024 | 0.030 | -0.063 | 0.002 | 0.010 | 0.194 | -0.010 | -0.051 | NaN | -0.010 | 0.009 | -0.023 | -0.012 | 0.020 | 0.027 | 0.016 | 0.000 | -0.014 | -0.002 | 0.028 | 0.023 | 0.007 | 0.030 | 0.023 | 0.030 | 0.021 | 0.025 | 0.355 | 0.251 | 0.631 | 1.000 | 0.248 | 0.369 | 0.069 | 0.549 | 0.379 | 0.177 | 0.342 | 0.380 | 0.087 | 0.161 | 0.339 | 0.231 | 0.335 | 0.988 | 0.238 | 0.361 | 0.055 | 0.543 | 0.370 | 0.164 | 0.333 | 0.361 | 0.079 | 0.143 | 0.356 | 0.248 | 0.698 | 0.998 | 0.248 | 0.369 | 0.068 | 0.548 | 0.378 | 0.178 | 0.344 | 0.379 | 0.086 | 0.157 | 0.391 | -0.013 | -0.030 | -0.013 | -0.028 | 0.013 | NaN | -0.041 | -0.005 | 0.006 | 0.015 | 0.003 | 0.020 | -0.006 | -0.008 | 0.003 | 0.009 | -0.007 | -0.014 | -0.009 | -0.001 | 0.012 | 0.015 | 0.011 | -0.001 | 0.006 | -0.006 | -0.000 | -0.014 | -0.003 | 0.004 | -0.027 |
| COMMONAREA_AVG | -0.005 | -0.018 | -0.021 | 0.099 | 0.046 | 0.060 | 0.048 | 0.161 | -0.007 | -0.013 | 0.035 | 0.019 | -0.034 | NaN | 0.014 | -0.008 | -0.013 | 0.041 | 0.032 | -0.026 | -0.138 | -0.145 | 0.054 | 0.026 | 0.021 | 0.038 | -0.017 | -0.044 | -0.031 | 0.042 | 0.037 | -0.005 | 0.551 | 0.398 | 0.165 | 0.248 | 1.000 | 0.531 | 0.315 | 0.420 | 0.297 | 0.244 | 0.547 | 0.552 | 0.149 | 0.237 | 0.530 | 0.381 | 0.090 | 0.245 | 0.978 | 0.518 | 0.293 | 0.414 | 0.293 | 0.235 | 0.542 | 0.535 | 0.146 | 0.232 | 0.550 | 0.399 | 0.180 | 0.248 | 0.997 | 0.529 | 0.313 | 0.418 | 0.297 | 0.244 | 0.548 | 0.550 | 0.146 | 0.238 | 0.563 | -0.029 | -0.014 | -0.029 | -0.018 | 0.015 | NaN | -0.049 | -0.002 | -0.001 | -0.004 | 0.031 | 0.046 | 0.006 | -0.006 | 0.014 | 0.010 | 0.022 | 0.006 | 0.014 | 0.017 | -0.003 | 0.010 | 0.008 | -0.003 | 0.000 | -0.006 | -0.006 | 0.001 | 0.021 | -0.016 | -0.012 |
| ELEVATORS_AVG | -0.009 | -0.032 | -0.007 | 0.159 | 0.075 | 0.099 | 0.078 | 0.285 | -0.035 | -0.003 | 0.023 | -0.005 | -0.063 | NaN | 0.004 | 0.005 | -0.028 | 0.080 | 0.046 | -0.013 | -0.230 | -0.248 | 0.111 | 0.027 | 0.036 | 0.044 | -0.025 | -0.077 | -0.071 | 0.088 | 0.114 | 0.001 | 0.857 | 0.566 | 0.244 | 0.369 | 0.531 | 1.000 | 0.395 | 0.700 | 0.528 | 0.312 | 0.821 | 0.892 | 0.171 | 0.309 | 0.822 | 0.536 | 0.133 | 0.364 | 0.514 | 0.975 | 0.360 | 0.692 | 0.516 | 0.301 | 0.807 | 0.857 | 0.163 | 0.290 | 0.854 | 0.565 | 0.267 | 0.368 | 0.530 | 0.996 | 0.389 | 0.696 | 0.525 | 0.313 | 0.823 | 0.888 | 0.169 | 0.307 | 0.853 | -0.044 | -0.019 | -0.044 | -0.023 | -0.009 | NaN | -0.081 | -0.006 | 0.022 | -0.011 | 0.009 | 0.088 | 0.000 | -0.006 | 0.020 | 0.025 | 0.047 | 0.014 | 0.020 | -0.001 | -0.001 | -0.002 | 0.024 | -0.005 | 0.002 | -0.000 | -0.006 | -0.001 | 0.038 | -0.013 | -0.032 |
| ENTRANCES_AVG | 0.002 | -0.011 | -0.003 | -0.001 | -0.001 | -0.006 | -0.000 | -0.005 | -0.011 | -0.018 | -0.042 | -0.011 | -0.010 | NaN | 0.017 | 0.010 | 0.002 | 0.039 | 0.001 | -0.007 | 0.017 | 0.004 | 0.002 | -0.004 | -0.017 | -0.012 | -0.017 | -0.035 | -0.029 | 0.010 | -0.006 | 0.006 | 0.579 | 0.647 | 0.053 | 0.069 | 0.315 | 0.395 | 1.000 | 0.026 | 0.020 | 0.419 | 0.554 | 0.593 | 0.080 | 0.148 | 0.581 | 0.656 | 0.038 | 0.075 | 0.323 | 0.396 | 0.972 | 0.034 | 0.026 | 0.425 | 0.567 | 0.598 | 0.085 | 0.162 | 0.581 | 0.654 | 0.056 | 0.068 | 0.316 | 0.395 | 0.995 | 0.025 | 0.020 | 0.423 | 0.558 | 0.593 | 0.082 | 0.152 | 0.558 | -0.006 | 0.011 | -0.006 | 0.003 | -0.003 | NaN | -0.005 | 0.031 | 0.012 | -0.011 | -0.005 | 0.004 | -0.014 | -0.002 | 0.014 | 0.025 | 0.027 | 0.001 | 0.021 | 0.004 | -0.002 | -0.001 | 0.007 | -0.004 | -0.011 | -0.013 | 0.005 | 0.011 | -0.005 | -0.002 | -0.012 |
| FLOORSMAX_AVG | -0.022 | -0.049 | -0.007 | 0.202 | 0.105 | 0.134 | 0.111 | 0.336 | -0.038 | 0.006 | 0.082 | 0.007 | -0.093 | NaN | -0.005 | -0.009 | -0.041 | 0.072 | 0.069 | -0.008 | -0.273 | -0.288 | 0.139 | 0.031 | 0.053 | 0.061 | -0.031 | -0.094 | -0.081 | 0.119 | 0.143 | -0.005 | 0.620 | 0.322 | 0.351 | 0.549 | 0.420 | 0.700 | 0.026 | 1.000 | 0.754 | 0.176 | 0.591 | 0.642 | 0.152 | 0.301 | 0.582 | 0.284 | 0.183 | 0.538 | 0.393 | 0.673 | -0.002 | 0.982 | 0.731 | 0.157 | 0.568 | 0.600 | 0.135 | 0.267 | 0.615 | 0.317 | 0.387 | 0.549 | 0.418 | 0.696 | 0.021 | 0.997 | 0.750 | 0.174 | 0.590 | 0.636 | 0.149 | 0.294 | 0.640 | -0.058 | -0.039 | -0.058 | -0.040 | 0.004 | NaN | -0.108 | -0.005 | 0.024 | 0.002 | 0.027 | 0.103 | 0.008 | -0.005 | 0.012 | 0.008 | 0.042 | 0.019 | 0.017 | 0.003 | 0.002 | 0.016 | 0.019 | 0.005 | 0.007 | 0.019 | -0.002 | -0.000 | 0.049 | -0.005 | -0.032 |
| FLOORSMIN_AVG | -0.013 | -0.033 | -0.010 | 0.135 | 0.077 | 0.100 | 0.081 | 0.285 | -0.023 | 0.004 | 0.045 | 0.002 | -0.071 | NaN | -0.003 | 0.003 | -0.014 | 0.062 | 0.070 | -0.014 | -0.226 | -0.234 | 0.122 | 0.014 | 0.044 | 0.056 | -0.026 | -0.089 | -0.073 | 0.086 | 0.109 | -0.010 | 0.457 | 0.225 | 0.249 | 0.379 | 0.297 | 0.528 | 0.020 | 0.754 | 1.000 | 0.150 | 0.435 | 0.480 | 0.100 | 0.174 | 0.432 | 0.199 | 0.133 | 0.371 | 0.276 | 0.514 | 0.003 | 0.741 | 0.985 | 0.138 | 0.418 | 0.455 | 0.086 | 0.150 | 0.454 | 0.221 | 0.275 | 0.379 | 0.296 | 0.526 | 0.016 | 0.751 | 0.997 | 0.151 | 0.433 | 0.477 | 0.097 | 0.168 | 0.470 | -0.052 | -0.021 | -0.052 | -0.023 | 0.009 | NaN | -0.087 | -0.002 | 0.023 | 0.002 | 0.029 | 0.081 | 0.001 | -0.014 | 0.012 | 0.010 | 0.032 | 0.018 | 0.013 | -0.004 | -0.010 | 0.009 | 0.018 | 0.007 | 0.011 | 0.015 | -0.005 | 0.003 | 0.040 | 0.000 | -0.025 |
| LANDAREA_AVG | 0.000 | -0.009 | 0.003 | -0.025 | -0.020 | -0.010 | -0.015 | -0.110 | 0.002 | -0.016 | 0.032 | -0.023 | -0.016 | NaN | 0.016 | 0.004 | -0.012 | -0.013 | -0.003 | 0.002 | 0.093 | 0.072 | -0.028 | -0.027 | -0.017 | -0.013 | -0.025 | -0.022 | -0.019 | -0.005 | -0.022 | 0.017 | 0.398 | 0.381 | 0.115 | 0.177 | 0.244 | 0.312 | 0.419 | 0.176 | 0.150 | 1.000 | 0.381 | 0.408 | 0.083 | 0.128 | 0.402 | 0.384 | 0.064 | 0.180 | 0.252 | 0.319 | 0.413 | 0.177 | 0.153 | 0.975 | 0.397 | 0.409 | 0.087 | 0.132 | 0.401 | 0.384 | 0.126 | 0.177 | 0.245 | 0.314 | 0.421 | 0.175 | 0.150 | 0.992 | 0.385 | 0.409 | 0.085 | 0.134 | 0.399 | -0.011 | -0.003 | -0.011 | -0.002 | 0.015 | NaN | 0.007 | 0.002 | 0.011 | -0.018 | 0.004 | -0.001 | -0.019 | -0.005 | -0.007 | 0.026 | -0.001 | -0.012 | 0.008 | 0.011 | -0.002 | -0.002 | 0.015 | 0.006 | -0.004 | -0.009 | -0.003 | 0.012 | 0.021 | 0.010 | -0.015 |
| LIVINGAPARTMENTS_AVG | -0.013 | -0.032 | -0.007 | 0.112 | 0.050 | 0.067 | 0.054 | 0.180 | -0.014 | -0.014 | 0.039 | -0.009 | -0.048 | NaN | 0.015 | 0.009 | -0.020 | 0.057 | 0.028 | -0.015 | -0.154 | -0.181 | 0.083 | 0.013 | 0.012 | 0.022 | -0.029 | -0.084 | -0.073 | 0.056 | 0.070 | -0.001 | 0.944 | 0.642 | 0.221 | 0.342 | 0.547 | 0.821 | 0.554 | 0.591 | 0.435 | 0.381 | 1.000 | 0.896 | 0.208 | 0.332 | 0.908 | 0.622 | 0.120 | 0.339 | 0.538 | 0.805 | 0.518 | 0.586 | 0.428 | 0.372 | 0.967 | 0.867 | 0.191 | 0.324 | 0.935 | 0.644 | 0.242 | 0.340 | 0.546 | 0.818 | 0.548 | 0.587 | 0.432 | 0.383 | 0.993 | 0.892 | 0.198 | 0.330 | 0.860 | -0.029 | -0.000 | -0.029 | -0.010 | 0.001 | NaN | -0.059 | 0.006 | 0.016 | -0.016 | 0.012 | 0.068 | -0.005 | -0.004 | 0.015 | 0.022 | 0.051 | 0.009 | 0.024 | 0.005 | -0.001 | 0.005 | 0.012 | -0.003 | -0.003 | 0.000 | 0.002 | 0.007 | 0.026 | -0.012 | -0.030 |
| LIVINGAREA_AVG | -0.013 | -0.031 | -0.002 | 0.131 | 0.061 | 0.081 | 0.064 | 0.188 | -0.024 | -0.011 | 0.042 | -0.009 | -0.058 | NaN | 0.011 | 0.008 | -0.030 | 0.063 | 0.040 | -0.005 | -0.159 | -0.187 | 0.085 | 0.012 | 0.020 | 0.028 | -0.029 | -0.080 | -0.072 | 0.077 | 0.084 | 0.002 | 0.934 | 0.679 | 0.252 | 0.380 | 0.552 | 0.892 | 0.593 | 0.642 | 0.480 | 0.408 | 0.896 | 1.000 | 0.195 | 0.352 | 0.909 | 0.656 | 0.138 | 0.377 | 0.543 | 0.877 | 0.559 | 0.637 | 0.472 | 0.400 | 0.889 | 0.968 | 0.189 | 0.336 | 0.933 | 0.682 | 0.277 | 0.379 | 0.552 | 0.891 | 0.588 | 0.638 | 0.478 | 0.410 | 0.900 | 0.997 | 0.195 | 0.352 | 0.934 | -0.038 | -0.014 | -0.038 | -0.017 | -0.001 | NaN | -0.068 | 0.004 | 0.021 | -0.012 | 0.009 | 0.073 | -0.007 | -0.004 | 0.022 | 0.030 | 0.049 | 0.007 | 0.022 | 0.002 | -0.001 | 0.002 | 0.015 | 0.002 | -0.001 | -0.003 | 0.008 | 0.007 | 0.026 | -0.009 | -0.030 |
| NONLIVINGAPARTMENTS_AVG | 0.003 | 0.003 | 0.009 | 0.027 | 0.010 | 0.027 | 0.013 | 0.034 | 0.003 | -0.003 | 0.039 | 0.007 | -0.026 | NaN | 0.003 | 0.000 | -0.025 | 0.002 | -0.013 | 0.008 | -0.016 | -0.014 | 0.024 | -0.009 | 0.009 | 0.013 | -0.014 | -0.010 | -0.008 | 0.018 | 0.025 | 0.011 | 0.242 | 0.151 | 0.058 | 0.087 | 0.149 | 0.171 | 0.080 | 0.152 | 0.100 | 0.083 | 0.208 | 0.195 | 1.000 | 0.302 | 0.224 | 0.141 | 0.032 | 0.086 | 0.145 | 0.165 | 0.072 | 0.148 | 0.097 | 0.078 | 0.176 | 0.183 | 0.974 | 0.296 | 0.235 | 0.151 | 0.063 | 0.087 | 0.147 | 0.171 | 0.079 | 0.151 | 0.099 | 0.084 | 0.198 | 0.193 | 0.989 | 0.302 | 0.198 | -0.010 | -0.000 | -0.009 | -0.008 | 0.008 | NaN | -0.008 | 0.002 | 0.007 | 0.001 | -0.001 | 0.012 | -0.002 | -0.002 | -0.004 | 0.008 | 0.016 | 0.003 | 0.020 | -0.002 | -0.003 | 0.014 | -0.003 | -0.003 | -0.003 | 0.010 | -0.004 | -0.002 | 0.006 | 0.019 | 0.002 |
| NONLIVINGAREA_AVG | 0.012 | -0.026 | 0.013 | 0.111 | 0.037 | 0.041 | 0.040 | 0.094 | -0.020 | -0.008 | 0.081 | -0.006 | -0.045 | NaN | 0.008 | 0.006 | -0.018 | 0.016 | 0.010 | 0.008 | -0.116 | -0.121 | 0.054 | -0.002 | 0.019 | 0.024 | -0.020 | -0.011 | -0.009 | 0.063 | 0.054 | 0.014 | 0.353 | 0.294 | 0.108 | 0.161 | 0.237 | 0.309 | 0.148 | 0.301 | 0.174 | 0.128 | 0.332 | 0.352 | 0.302 | 1.000 | 0.334 | 0.254 | 0.059 | 0.156 | 0.227 | 0.291 | 0.131 | 0.289 | 0.167 | 0.116 | 0.317 | 0.320 | 0.294 | 0.935 | 0.348 | 0.295 | 0.117 | 0.160 | 0.236 | 0.307 | 0.144 | 0.298 | 0.172 | 0.129 | 0.333 | 0.349 | 0.301 | 0.982 | 0.401 | -0.015 | -0.011 | -0.015 | -0.011 | 0.020 | NaN | -0.054 | -0.001 | 0.008 | 0.001 | 0.013 | 0.043 | 0.003 | -0.004 | -0.010 | 0.062 | 0.023 | 0.024 | 0.040 | 0.016 | -0.005 | -0.001 | 0.002 | -0.010 | -0.007 | 0.010 | 0.001 | -0.005 | 0.022 | 0.008 | -0.007 |
| APARTMENTS_MODE | -0.014 | -0.027 | -0.005 | 0.099 | 0.046 | 0.058 | 0.050 | 0.154 | -0.017 | -0.012 | 0.041 | -0.008 | -0.046 | NaN | 0.013 | 0.007 | -0.016 | 0.046 | 0.030 | -0.012 | -0.120 | -0.151 | 0.076 | 0.002 | 0.014 | 0.022 | -0.027 | -0.075 | -0.064 | 0.050 | 0.059 | 0.004 | 0.969 | 0.645 | 0.233 | 0.339 | 0.530 | 0.822 | 0.581 | 0.582 | 0.432 | 0.402 | 0.908 | 0.909 | 0.224 | 0.334 | 1.000 | 0.666 | 0.137 | 0.347 | 0.544 | 0.847 | 0.587 | 0.595 | 0.438 | 0.413 | 0.939 | 0.933 | 0.229 | 0.357 | 0.975 | 0.653 | 0.255 | 0.338 | 0.531 | 0.827 | 0.582 | 0.579 | 0.432 | 0.406 | 0.915 | 0.910 | 0.227 | 0.340 | 0.870 | -0.027 | -0.012 | -0.027 | -0.017 | -0.004 | NaN | -0.047 | 0.007 | 0.022 | -0.014 | 0.014 | 0.051 | -0.006 | -0.003 | 0.016 | 0.024 | 0.044 | -0.002 | 0.028 | 0.005 | -0.010 | 0.008 | 0.014 | -0.001 | -0.002 | -0.003 | -0.005 | 0.009 | 0.025 | -0.011 | -0.024 |
| BASEMENTAREA_MODE | -0.015 | -0.015 | 0.001 | 0.043 | 0.032 | 0.026 | 0.033 | 0.035 | -0.020 | -0.008 | 0.005 | -0.003 | -0.026 | NaN | 0.008 | 0.001 | -0.017 | 0.036 | 0.012 | -0.002 | 0.001 | -0.024 | 0.011 | -0.005 | -0.018 | -0.012 | -0.019 | -0.045 | -0.040 | 0.032 | 0.015 | -0.001 | 0.642 | 0.957 | 0.152 | 0.231 | 0.381 | 0.536 | 0.656 | 0.284 | 0.199 | 0.384 | 0.622 | 0.656 | 0.141 | 0.254 | 0.666 | 1.000 | 0.088 | 0.241 | 0.401 | 0.557 | 0.660 | 0.298 | 0.208 | 0.401 | 0.653 | 0.684 | 0.148 | 0.286 | 0.647 | 0.968 | 0.166 | 0.230 | 0.383 | 0.540 | 0.656 | 0.282 | 0.199 | 0.388 | 0.628 | 0.658 | 0.143 | 0.264 | 0.631 | -0.012 | -0.013 | -0.012 | -0.012 | -0.001 | NaN | -0.031 | 0.010 | 0.011 | -0.000 | 0.001 | 0.024 | 0.005 | -0.001 | 0.013 | 0.032 | 0.031 | 0.003 | 0.033 | 0.012 | 0.002 | 0.012 | 0.016 | -0.005 | -0.010 | -0.008 | 0.007 | 0.004 | 0.011 | -0.004 | -0.021 |
| YEARS_BEGINEXPLUATATION_MODE | -0.001 | -0.002 | 0.015 | 0.023 | -0.008 | 0.006 | -0.006 | -0.024 | -0.003 | -0.001 | 0.057 | 0.003 | -0.011 | NaN | 0.001 | 0.006 | -0.007 | 0.000 | 0.015 | 0.015 | 0.008 | -0.000 | -0.017 | 0.002 | 0.016 | 0.014 | 0.007 | 0.010 | 0.006 | 0.013 | 0.010 | -0.001 | 0.134 | 0.091 | 0.919 | 0.335 | 0.090 | 0.133 | 0.038 | 0.183 | 0.133 | 0.064 | 0.120 | 0.138 | 0.032 | 0.059 | 0.137 | 0.088 | 1.000 | 0.338 | 0.089 | 0.137 | 0.036 | 0.185 | 0.133 | 0.062 | 0.119 | 0.136 | 0.030 | 0.058 | 0.135 | 0.089 | 0.700 | 0.335 | 0.091 | 0.134 | 0.038 | 0.183 | 0.133 | 0.064 | 0.121 | 0.138 | 0.032 | 0.059 | 0.147 | 0.006 | -0.007 | 0.006 | -0.003 | -0.010 | NaN | -0.004 | -0.001 | 0.006 | -0.002 | 0.002 | -0.010 | -0.002 | -0.002 | 0.003 | 0.003 | 0.001 | -0.003 | -0.001 | -0.032 | 0.004 | 0.008 | 0.004 | 0.001 | 0.003 | -0.002 | 0.001 | 0.001 | 0.006 | 0.011 | -0.009 |
| YEARS_BUILD_MODE | -0.016 | -0.023 | 0.023 | 0.046 | 0.021 | 0.024 | 0.030 | -0.070 | 0.004 | 0.009 | 0.193 | -0.011 | -0.049 | NaN | -0.009 | 0.009 | -0.019 | -0.013 | 0.019 | 0.028 | 0.023 | 0.006 | -0.017 | -0.004 | 0.028 | 0.023 | 0.007 | 0.031 | 0.024 | 0.027 | 0.017 | 0.025 | 0.354 | 0.251 | 0.623 | 0.988 | 0.245 | 0.364 | 0.075 | 0.538 | 0.371 | 0.180 | 0.339 | 0.377 | 0.086 | 0.156 | 0.347 | 0.241 | 0.338 | 1.000 | 0.242 | 0.364 | 0.070 | 0.542 | 0.371 | 0.173 | 0.340 | 0.369 | 0.081 | 0.148 | 0.356 | 0.248 | 0.691 | 0.988 | 0.246 | 0.366 | 0.074 | 0.538 | 0.370 | 0.182 | 0.343 | 0.377 | 0.086 | 0.154 | 0.385 | -0.011 | -0.029 | -0.011 | -0.027 | 0.012 | NaN | -0.039 | -0.005 | 0.007 | 0.016 | 0.004 | 0.017 | -0.007 | -0.007 | 0.003 | 0.009 | -0.008 | -0.015 | -0.007 | -0.001 | 0.012 | 0.016 | 0.009 | 0.000 | 0.006 | -0.009 | -0.003 | -0.013 | -0.005 | 0.002 | -0.027 |
| COMMONAREA_MODE | -0.006 | -0.015 | -0.020 | 0.087 | 0.040 | 0.051 | 0.041 | 0.127 | -0.001 | -0.016 | 0.035 | 0.017 | -0.030 | NaN | 0.017 | -0.008 | -0.010 | 0.032 | 0.028 | -0.024 | -0.111 | -0.120 | 0.046 | 0.017 | 0.021 | 0.037 | -0.018 | -0.039 | -0.027 | 0.033 | 0.026 | -0.004 | 0.541 | 0.391 | 0.158 | 0.238 | 0.978 | 0.514 | 0.323 | 0.393 | 0.276 | 0.252 | 0.538 | 0.543 | 0.145 | 0.227 | 0.544 | 0.401 | 0.089 | 0.242 | 1.000 | 0.522 | 0.318 | 0.396 | 0.281 | 0.253 | 0.556 | 0.551 | 0.150 | 0.242 | 0.543 | 0.397 | 0.171 | 0.237 | 0.978 | 0.515 | 0.322 | 0.391 | 0.276 | 0.253 | 0.542 | 0.543 | 0.146 | 0.233 | 0.555 | -0.025 | -0.012 | -0.025 | -0.015 | 0.021 | NaN | -0.043 | -0.002 | 0.001 | -0.003 | 0.032 | 0.037 | 0.007 | -0.006 | 0.017 | 0.010 | 0.019 | 0.002 | 0.014 | 0.016 | -0.002 | 0.012 | 0.009 | -0.002 | 0.001 | -0.008 | -0.006 | 0.002 | 0.021 | -0.013 | -0.011 |
| ELEVATORS_MODE | -0.009 | -0.028 | -0.004 | 0.142 | 0.069 | 0.088 | 0.071 | 0.246 | -0.033 | -0.003 | 0.027 | -0.007 | -0.058 | NaN | 0.004 | 0.008 | -0.024 | 0.074 | 0.044 | -0.009 | -0.197 | -0.217 | 0.101 | 0.016 | 0.037 | 0.043 | -0.026 | -0.068 | -0.064 | 0.079 | 0.100 | 0.004 | 0.843 | 0.555 | 0.241 | 0.361 | 0.518 | 0.975 | 0.396 | 0.673 | 0.514 | 0.319 | 0.805 | 0.877 | 0.165 | 0.291 | 0.847 | 0.557 | 0.137 | 0.364 | 0.522 | 1.000 | 0.396 | 0.681 | 0.514 | 0.322 | 0.821 | 0.880 | 0.164 | 0.301 | 0.848 | 0.558 | 0.265 | 0.360 | 0.518 | 0.980 | 0.396 | 0.671 | 0.513 | 0.321 | 0.811 | 0.878 | 0.165 | 0.294 | 0.830 | -0.037 | -0.016 | -0.037 | -0.021 | -0.011 | NaN | -0.069 | -0.006 | 0.024 | -0.011 | 0.010 | 0.075 | -0.000 | -0.006 | 0.018 | 0.027 | 0.045 | 0.010 | 0.021 | -0.000 | -0.000 | 0.000 | 0.024 | -0.003 | 0.003 | -0.001 | -0.008 | -0.001 | 0.036 | -0.012 | -0.030 |
| ENTRANCES_MODE | 0.001 | -0.009 | 0.001 | -0.012 | -0.003 | -0.013 | -0.001 | -0.033 | -0.009 | -0.019 | -0.036 | -0.011 | -0.007 | NaN | 0.018 | 0.015 | 0.002 | 0.035 | -0.002 | -0.003 | 0.045 | 0.030 | -0.004 | -0.011 | -0.015 | -0.011 | -0.016 | -0.025 | -0.020 | 0.002 | -0.019 | 0.005 | 0.547 | 0.619 | 0.044 | 0.055 | 0.293 | 0.360 | 0.972 | -0.002 | 0.003 | 0.413 | 0.518 | 0.559 | 0.072 | 0.131 | 0.587 | 0.660 | 0.036 | 0.070 | 0.318 | 0.396 | 1.000 | 0.020 | 0.019 | 0.436 | 0.559 | 0.599 | 0.083 | 0.169 | 0.555 | 0.630 | 0.045 | 0.053 | 0.295 | 0.366 | 0.976 | -0.004 | 0.003 | 0.418 | 0.526 | 0.564 | 0.075 | 0.138 | 0.520 | -0.001 | 0.011 | -0.002 | 0.005 | -0.002 | NaN | 0.005 | 0.031 | 0.012 | -0.011 | -0.004 | -0.004 | -0.013 | -0.001 | 0.013 | 0.025 | 0.026 | -0.000 | 0.020 | 0.001 | -0.002 | 0.000 | 0.009 | -0.002 | -0.009 | -0.012 | 0.001 | 0.010 | -0.005 | -0.003 | -0.011 |
| FLOORSMAX_MODE | -0.023 | -0.049 | -0.006 | 0.195 | 0.105 | 0.132 | 0.111 | 0.317 | -0.035 | 0.006 | 0.082 | 0.008 | -0.092 | NaN | -0.005 | -0.008 | -0.041 | 0.068 | 0.066 | -0.006 | -0.256 | -0.273 | 0.131 | 0.032 | 0.055 | 0.063 | -0.028 | -0.087 | -0.074 | 0.113 | 0.136 | -0.003 | 0.617 | 0.322 | 0.346 | 0.543 | 0.414 | 0.692 | 0.034 | 0.982 | 0.741 | 0.177 | 0.586 | 0.637 | 0.148 | 0.289 | 0.595 | 0.298 | 0.185 | 0.542 | 0.396 | 0.681 | 0.020 | 1.000 | 0.737 | 0.166 | 0.574 | 0.612 | 0.135 | 0.272 | 0.614 | 0.317 | 0.384 | 0.544 | 0.413 | 0.690 | 0.029 | 0.985 | 0.740 | 0.176 | 0.585 | 0.633 | 0.145 | 0.284 | 0.632 | -0.054 | -0.037 | -0.054 | -0.040 | 0.005 | NaN | -0.101 | -0.005 | 0.024 | 0.004 | 0.027 | 0.095 | 0.007 | -0.005 | 0.013 | 0.008 | 0.043 | 0.018 | 0.015 | 0.003 | 0.002 | 0.017 | 0.017 | 0.006 | 0.008 | 0.020 | -0.003 | 0.000 | 0.047 | -0.005 | -0.032 |
| FLOORSMIN_MODE | -0.015 | -0.031 | -0.008 | 0.127 | 0.073 | 0.095 | 0.077 | 0.266 | -0.021 | 0.004 | 0.041 | -0.001 | -0.069 | NaN | -0.003 | 0.005 | -0.010 | 0.060 | 0.065 | -0.010 | -0.210 | -0.220 | 0.116 | 0.012 | 0.046 | 0.058 | -0.026 | -0.084 | -0.069 | 0.081 | 0.101 | -0.007 | 0.450 | 0.223 | 0.243 | 0.370 | 0.293 | 0.516 | 0.026 | 0.731 | 0.985 | 0.153 | 0.428 | 0.472 | 0.097 | 0.167 | 0.438 | 0.208 | 0.133 | 0.371 | 0.281 | 0.514 | 0.019 | 0.737 | 1.000 | 0.147 | 0.422 | 0.459 | 0.087 | 0.155 | 0.448 | 0.220 | 0.270 | 0.371 | 0.292 | 0.516 | 0.022 | 0.731 | 0.988 | 0.154 | 0.428 | 0.470 | 0.095 | 0.165 | 0.460 | -0.050 | -0.021 | -0.050 | -0.024 | 0.009 | NaN | -0.080 | -0.002 | 0.023 | 0.002 | 0.029 | 0.074 | 0.001 | -0.014 | 0.009 | 0.010 | 0.032 | 0.018 | 0.014 | -0.003 | -0.009 | 0.007 | 0.019 | 0.008 | 0.012 | 0.011 | -0.008 | 0.003 | 0.035 | 0.002 | -0.023 |
| LANDAREA_MODE | -0.002 | -0.008 | 0.005 | -0.032 | -0.021 | -0.014 | -0.017 | -0.118 | 0.003 | -0.015 | 0.031 | -0.021 | -0.016 | NaN | 0.015 | 0.008 | -0.003 | -0.011 | -0.002 | 0.005 | 0.109 | 0.085 | -0.033 | -0.027 | -0.015 | -0.011 | -0.023 | -0.019 | -0.015 | -0.010 | -0.031 | 0.015 | 0.392 | 0.376 | 0.107 | 0.164 | 0.235 | 0.301 | 0.425 | 0.157 | 0.138 | 0.975 | 0.372 | 0.400 | 0.078 | 0.116 | 0.413 | 0.401 | 0.062 | 0.173 | 0.253 | 0.322 | 0.436 | 0.166 | 0.147 | 1.000 | 0.399 | 0.421 | 0.086 | 0.137 | 0.396 | 0.382 | 0.116 | 0.163 | 0.237 | 0.305 | 0.427 | 0.156 | 0.138 | 0.983 | 0.377 | 0.402 | 0.081 | 0.125 | 0.391 | -0.009 | -0.001 | -0.010 | -0.001 | 0.011 | NaN | 0.010 | 0.003 | 0.013 | -0.015 | 0.005 | -0.005 | -0.017 | -0.004 | -0.007 | 0.027 | -0.003 | -0.013 | 0.009 | 0.011 | -0.001 | -0.001 | 0.015 | 0.008 | -0.004 | -0.010 | -0.002 | 0.013 | 0.017 | 0.011 | -0.014 |
| LIVINGAPARTMENTS_MODE | -0.012 | -0.028 | -0.002 | 0.100 | 0.042 | 0.055 | 0.045 | 0.145 | -0.014 | -0.015 | 0.037 | -0.011 | -0.042 | NaN | 0.015 | 0.009 | -0.016 | 0.051 | 0.029 | -0.011 | -0.121 | -0.151 | 0.074 | 0.001 | 0.011 | 0.020 | -0.030 | -0.078 | -0.068 | 0.047 | 0.056 | -0.000 | 0.931 | 0.639 | 0.216 | 0.333 | 0.542 | 0.807 | 0.567 | 0.568 | 0.418 | 0.397 | 0.967 | 0.889 | 0.176 | 0.317 | 0.939 | 0.653 | 0.119 | 0.340 | 0.556 | 0.821 | 0.559 | 0.574 | 0.422 | 0.399 | 1.000 | 0.897 | 0.180 | 0.335 | 0.934 | 0.648 | 0.236 | 0.332 | 0.544 | 0.808 | 0.564 | 0.565 | 0.418 | 0.399 | 0.974 | 0.888 | 0.177 | 0.321 | 0.848 | -0.024 | -0.001 | -0.024 | -0.010 | -0.003 | NaN | -0.050 | 0.006 | 0.016 | -0.014 | 0.013 | 0.057 | -0.005 | -0.003 | 0.015 | 0.023 | 0.042 | -0.002 | 0.024 | 0.007 | -0.001 | 0.005 | 0.013 | -0.002 | -0.002 | -0.001 | 0.000 | 0.008 | 0.025 | -0.012 | -0.028 |
| LIVINGAREA_MODE | -0.014 | -0.029 | -0.001 | 0.114 | 0.052 | 0.067 | 0.056 | 0.148 | -0.020 | -0.010 | 0.041 | -0.011 | -0.052 | NaN | 0.010 | 0.011 | -0.026 | 0.056 | 0.037 | -0.004 | -0.118 | -0.151 | 0.071 | 0.002 | 0.021 | 0.027 | -0.028 | -0.070 | -0.062 | 0.063 | 0.066 | 0.003 | 0.911 | 0.659 | 0.240 | 0.361 | 0.535 | 0.857 | 0.598 | 0.600 | 0.455 | 0.409 | 0.867 | 0.968 | 0.183 | 0.320 | 0.933 | 0.684 | 0.136 | 0.369 | 0.551 | 0.880 | 0.599 | 0.612 | 0.459 | 0.421 | 0.897 | 1.000 | 0.188 | 0.347 | 0.916 | 0.668 | 0.262 | 0.360 | 0.536 | 0.861 | 0.597 | 0.598 | 0.454 | 0.412 | 0.874 | 0.969 | 0.185 | 0.328 | 0.903 | -0.031 | -0.013 | -0.031 | -0.016 | -0.002 | NaN | -0.057 | 0.005 | 0.022 | -0.010 | 0.011 | 0.057 | -0.006 | -0.004 | 0.023 | 0.032 | 0.045 | -0.000 | 0.022 | 0.003 | -0.001 | 0.005 | 0.016 | 0.004 | -0.000 | -0.006 | 0.003 | 0.009 | 0.023 | -0.008 | -0.028 |
| NONLIVINGAPARTMENTS_MODE | 0.001 | 0.006 | 0.013 | 0.022 | 0.006 | 0.023 | 0.008 | 0.018 | 0.003 | -0.002 | 0.036 | 0.006 | -0.023 | NaN | 0.002 | 0.003 | -0.016 | -0.003 | -0.013 | 0.011 | 0.000 | 0.001 | 0.019 | -0.009 | 0.011 | 0.014 | -0.012 | -0.007 | -0.006 | 0.015 | 0.019 | 0.009 | 0.230 | 0.149 | 0.053 | 0.079 | 0.146 | 0.163 | 0.085 | 0.135 | 0.086 | 0.087 | 0.191 | 0.189 | 0.974 | 0.294 | 0.229 | 0.148 | 0.030 | 0.081 | 0.150 | 0.164 | 0.083 | 0.135 | 0.087 | 0.086 | 0.180 | 0.188 | 1.000 | 0.304 | 0.230 | 0.151 | 0.058 | 0.079 | 0.146 | 0.164 | 0.085 | 0.135 | 0.086 | 0.088 | 0.191 | 0.189 | 0.984 | 0.299 | 0.194 | -0.008 | 0.002 | -0.008 | -0.007 | 0.004 | NaN | -0.004 | 0.002 | 0.003 | 0.003 | -0.001 | 0.009 | -0.002 | -0.002 | -0.005 | 0.008 | 0.005 | -0.002 | 0.021 | -0.001 | -0.002 | 0.016 | -0.002 | -0.003 | -0.003 | -0.001 | -0.003 | -0.001 | 0.004 | 0.020 | 0.003 |
| NONLIVINGAREA_MODE | 0.013 | -0.024 | 0.014 | 0.095 | 0.032 | 0.032 | 0.036 | 0.058 | -0.014 | -0.005 | 0.080 | -0.008 | -0.041 | NaN | 0.005 | 0.008 | -0.016 | 0.012 | 0.007 | 0.008 | -0.081 | -0.090 | 0.042 | -0.004 | 0.024 | 0.028 | -0.020 | -0.000 | 0.002 | 0.051 | 0.038 | 0.014 | 0.346 | 0.277 | 0.097 | 0.143 | 0.232 | 0.290 | 0.162 | 0.267 | 0.150 | 0.132 | 0.324 | 0.336 | 0.296 | 0.935 | 0.357 | 0.286 | 0.058 | 0.148 | 0.242 | 0.301 | 0.169 | 0.272 | 0.155 | 0.137 | 0.335 | 0.347 | 0.304 | 1.000 | 0.347 | 0.282 | 0.106 | 0.143 | 0.233 | 0.292 | 0.163 | 0.266 | 0.150 | 0.134 | 0.327 | 0.336 | 0.299 | 0.954 | 0.385 | -0.008 | -0.011 | -0.008 | -0.012 | 0.017 | NaN | -0.044 | -0.001 | 0.011 | 0.004 | 0.015 | 0.025 | 0.001 | -0.004 | -0.008 | 0.068 | 0.023 | 0.024 | 0.040 | 0.007 | -0.005 | 0.003 | 0.003 | -0.009 | -0.006 | -0.001 | -0.001 | -0.002 | 0.014 | 0.009 | -0.007 |
| APARTMENTS_MEDI | -0.012 | -0.031 | -0.011 | 0.113 | 0.053 | 0.068 | 0.057 | 0.186 | -0.018 | -0.014 | 0.043 | -0.007 | -0.051 | NaN | 0.014 | 0.005 | -0.017 | 0.052 | 0.033 | -0.019 | -0.151 | -0.180 | 0.087 | 0.012 | 0.015 | 0.025 | -0.027 | -0.081 | -0.070 | 0.059 | 0.071 | 0.001 | 0.993 | 0.660 | 0.240 | 0.356 | 0.550 | 0.854 | 0.581 | 0.615 | 0.454 | 0.401 | 0.935 | 0.933 | 0.235 | 0.348 | 0.975 | 0.647 | 0.135 | 0.356 | 0.543 | 0.848 | 0.555 | 0.614 | 0.448 | 0.396 | 0.934 | 0.916 | 0.230 | 0.347 | 1.000 | 0.666 | 0.262 | 0.355 | 0.551 | 0.858 | 0.581 | 0.613 | 0.453 | 0.403 | 0.943 | 0.935 | 0.235 | 0.351 | 0.893 | -0.032 | -0.011 | -0.032 | -0.016 | -0.001 | NaN | -0.055 | 0.006 | 0.021 | -0.016 | 0.012 | 0.061 | -0.007 | -0.004 | 0.019 | 0.024 | 0.047 | -0.001 | 0.025 | 0.004 | -0.011 | 0.006 | 0.013 | -0.003 | -0.003 | -0.000 | -0.000 | 0.008 | 0.027 | -0.012 | -0.025 |
| BASEMENTAREA_MEDI | -0.012 | -0.019 | -0.002 | 0.055 | 0.037 | 0.036 | 0.038 | 0.068 | -0.021 | -0.010 | 0.004 | -0.004 | -0.029 | NaN | 0.010 | -0.001 | -0.018 | 0.042 | 0.017 | -0.005 | -0.033 | -0.054 | 0.022 | -0.002 | -0.020 | -0.014 | -0.021 | -0.054 | -0.048 | 0.044 | 0.029 | -0.002 | 0.663 | 0.987 | 0.163 | 0.248 | 0.399 | 0.565 | 0.654 | 0.317 | 0.221 | 0.384 | 0.644 | 0.682 | 0.151 | 0.295 | 0.653 | 0.968 | 0.089 | 0.248 | 0.397 | 0.558 | 0.630 | 0.317 | 0.220 | 0.382 | 0.648 | 0.668 | 0.151 | 0.282 | 0.666 | 1.000 | 0.179 | 0.247 | 0.400 | 0.567 | 0.653 | 0.314 | 0.221 | 0.387 | 0.650 | 0.683 | 0.152 | 0.301 | 0.656 | -0.017 | -0.016 | -0.018 | -0.015 | 0.001 | NaN | -0.038 | 0.009 | 0.009 | -0.002 | 0.000 | 0.034 | 0.002 | -0.001 | 0.010 | 0.031 | 0.035 | 0.004 | 0.032 | 0.011 | 0.001 | 0.010 | 0.016 | -0.006 | -0.010 | -0.006 | 0.009 | 0.004 | 0.015 | -0.004 | -0.023 |
| YEARS_BEGINEXPLUATATION_MEDI | -0.013 | -0.014 | 0.013 | 0.040 | -0.001 | 0.014 | 0.006 | -0.044 | -0.006 | 0.007 | 0.136 | 0.001 | -0.029 | NaN | -0.008 | 0.011 | -0.018 | -0.009 | 0.018 | 0.018 | 0.012 | -0.000 | -0.010 | 0.000 | 0.024 | 0.021 | 0.007 | 0.026 | 0.021 | 0.021 | 0.020 | 0.009 | 0.260 | 0.181 | 0.896 | 0.698 | 0.180 | 0.267 | 0.056 | 0.387 | 0.275 | 0.126 | 0.242 | 0.277 | 0.063 | 0.117 | 0.255 | 0.166 | 0.700 | 0.691 | 0.171 | 0.265 | 0.045 | 0.384 | 0.270 | 0.116 | 0.236 | 0.262 | 0.058 | 0.106 | 0.262 | 0.179 | 1.000 | 0.699 | 0.180 | 0.268 | 0.054 | 0.389 | 0.275 | 0.126 | 0.244 | 0.276 | 0.063 | 0.115 | 0.287 | -0.000 | -0.017 | 0.000 | -0.018 | 0.000 | NaN | -0.022 | -0.004 | 0.006 | 0.012 | 0.003 | 0.000 | -0.005 | -0.005 | 0.002 | 0.007 | -0.001 | -0.009 | -0.006 | -0.037 | 0.008 | 0.012 | 0.007 | -0.000 | 0.005 | -0.006 | 0.000 | -0.008 | -0.002 | 0.009 | -0.010 |
| YEARS_BUILD_MEDI | -0.014 | -0.025 | 0.022 | 0.050 | 0.020 | 0.024 | 0.029 | -0.063 | 0.002 | 0.010 | 0.194 | -0.011 | -0.049 | NaN | -0.010 | 0.009 | -0.023 | -0.013 | 0.019 | 0.026 | 0.016 | 0.000 | -0.015 | -0.002 | 0.028 | 0.023 | 0.007 | 0.030 | 0.024 | 0.029 | 0.021 | 0.025 | 0.354 | 0.250 | 0.630 | 0.998 | 0.248 | 0.368 | 0.068 | 0.549 | 0.379 | 0.177 | 0.340 | 0.379 | 0.087 | 0.160 | 0.338 | 0.230 | 0.335 | 0.988 | 0.237 | 0.360 | 0.053 | 0.544 | 0.371 | 0.163 | 0.332 | 0.360 | 0.079 | 0.143 | 0.355 | 0.247 | 0.699 | 1.000 | 0.249 | 0.369 | 0.066 | 0.549 | 0.379 | 0.177 | 0.343 | 0.378 | 0.086 | 0.157 | 0.390 | -0.013 | -0.029 | -0.013 | -0.029 | 0.013 | NaN | -0.041 | -0.005 | 0.006 | 0.015 | 0.003 | 0.021 | -0.008 | -0.008 | 0.002 | 0.009 | -0.007 | -0.015 | -0.009 | -0.001 | 0.012 | 0.016 | 0.009 | -0.001 | 0.006 | -0.006 | 0.000 | -0.014 | -0.004 | 0.004 | -0.028 |
| COMMONAREA_MEDI | -0.005 | -0.017 | -0.021 | 0.098 | 0.046 | 0.060 | 0.047 | 0.159 | -0.006 | -0.013 | 0.036 | 0.019 | -0.034 | NaN | 0.014 | -0.008 | -0.013 | 0.040 | 0.032 | -0.026 | -0.136 | -0.143 | 0.053 | 0.025 | 0.021 | 0.038 | -0.016 | -0.043 | -0.030 | 0.041 | 0.038 | -0.005 | 0.550 | 0.399 | 0.165 | 0.248 | 0.997 | 0.530 | 0.316 | 0.418 | 0.296 | 0.245 | 0.546 | 0.552 | 0.147 | 0.236 | 0.531 | 0.383 | 0.091 | 0.246 | 0.978 | 0.518 | 0.295 | 0.413 | 0.292 | 0.237 | 0.544 | 0.536 | 0.146 | 0.233 | 0.551 | 0.400 | 0.180 | 0.249 | 1.000 | 0.530 | 0.315 | 0.417 | 0.295 | 0.245 | 0.550 | 0.551 | 0.146 | 0.238 | 0.562 | -0.028 | -0.013 | -0.028 | -0.017 | 0.017 | NaN | -0.049 | -0.002 | -0.001 | -0.005 | 0.031 | 0.046 | 0.005 | -0.006 | 0.014 | 0.010 | 0.020 | 0.005 | 0.014 | 0.016 | -0.002 | 0.011 | 0.008 | -0.003 | 0.000 | -0.006 | -0.005 | 0.000 | 0.021 | -0.016 | -0.012 |
| ELEVATORS_MEDI | -0.008 | -0.031 | -0.008 | 0.153 | 0.073 | 0.096 | 0.075 | 0.274 | -0.035 | -0.003 | 0.025 | -0.006 | -0.062 | NaN | 0.004 | 0.006 | -0.025 | 0.079 | 0.046 | -0.013 | -0.221 | -0.240 | 0.108 | 0.025 | 0.036 | 0.044 | -0.024 | -0.074 | -0.069 | 0.086 | 0.111 | 0.001 | 0.856 | 0.565 | 0.244 | 0.369 | 0.529 | 0.996 | 0.395 | 0.696 | 0.526 | 0.314 | 0.818 | 0.891 | 0.171 | 0.307 | 0.827 | 0.540 | 0.134 | 0.366 | 0.515 | 0.980 | 0.366 | 0.690 | 0.516 | 0.305 | 0.808 | 0.861 | 0.164 | 0.292 | 0.858 | 0.567 | 0.268 | 0.369 | 0.530 | 1.000 | 0.394 | 0.693 | 0.524 | 0.315 | 0.824 | 0.892 | 0.169 | 0.308 | 0.848 | -0.043 | -0.018 | -0.043 | -0.023 | -0.009 | NaN | -0.078 | -0.006 | 0.024 | -0.011 | 0.009 | 0.085 | -0.001 | -0.006 | 0.019 | 0.026 | 0.045 | 0.011 | 0.019 | -0.001 | -0.001 | -0.001 | 0.022 | -0.004 | 0.002 | -0.000 | -0.005 | -0.001 | 0.039 | -0.012 | -0.031 |
| ENTRANCES_MEDI | 0.004 | -0.010 | -0.004 | -0.004 | -0.001 | -0.008 | -0.000 | -0.012 | -0.010 | -0.018 | -0.040 | -0.012 | -0.010 | NaN | 0.017 | 0.010 | 0.004 | 0.038 | 0.001 | -0.008 | 0.023 | 0.010 | 0.001 | -0.006 | -0.018 | -0.012 | -0.016 | -0.033 | -0.028 | 0.010 | -0.008 | 0.006 | 0.574 | 0.643 | 0.053 | 0.068 | 0.313 | 0.389 | 0.995 | 0.021 | 0.016 | 0.421 | 0.548 | 0.588 | 0.079 | 0.144 | 0.582 | 0.656 | 0.038 | 0.074 | 0.322 | 0.396 | 0.976 | 0.029 | 0.022 | 0.427 | 0.564 | 0.597 | 0.085 | 0.163 | 0.581 | 0.653 | 0.054 | 0.066 | 0.315 | 0.394 | 1.000 | 0.019 | 0.016 | 0.425 | 0.556 | 0.592 | 0.081 | 0.150 | 0.549 | -0.006 | 0.010 | -0.006 | 0.003 | -0.001 | NaN | -0.003 | 0.031 | 0.013 | -0.011 | -0.005 | 0.002 | -0.015 | -0.002 | 0.014 | 0.025 | 0.028 | -0.000 | 0.020 | 0.004 | -0.002 | -0.000 | 0.008 | -0.004 | -0.010 | -0.012 | 0.005 | 0.011 | -0.003 | -0.003 | -0.013 |
| FLOORSMAX_MEDI | -0.021 | -0.049 | -0.008 | 0.201 | 0.105 | 0.133 | 0.111 | 0.332 | -0.038 | 0.006 | 0.083 | 0.006 | -0.092 | NaN | -0.005 | -0.009 | -0.042 | 0.071 | 0.068 | -0.008 | -0.270 | -0.285 | 0.138 | 0.031 | 0.055 | 0.063 | -0.030 | -0.091 | -0.078 | 0.118 | 0.141 | -0.005 | 0.616 | 0.319 | 0.351 | 0.548 | 0.418 | 0.696 | 0.025 | 0.997 | 0.751 | 0.175 | 0.587 | 0.638 | 0.151 | 0.298 | 0.579 | 0.282 | 0.183 | 0.538 | 0.391 | 0.671 | -0.004 | 0.985 | 0.731 | 0.156 | 0.565 | 0.598 | 0.135 | 0.266 | 0.613 | 0.314 | 0.389 | 0.549 | 0.417 | 0.693 | 0.019 | 1.000 | 0.750 | 0.173 | 0.586 | 0.634 | 0.148 | 0.291 | 0.635 | -0.057 | -0.037 | -0.057 | -0.039 | 0.004 | NaN | -0.106 | -0.005 | 0.025 | 0.002 | 0.027 | 0.101 | 0.007 | -0.005 | 0.012 | 0.008 | 0.043 | 0.018 | 0.015 | 0.003 | 0.002 | 0.018 | 0.016 | 0.005 | 0.007 | 0.020 | -0.002 | 0.000 | 0.048 | -0.004 | -0.033 |
| FLOORSMIN_MEDI | -0.012 | -0.033 | -0.009 | 0.134 | 0.076 | 0.099 | 0.080 | 0.281 | -0.023 | 0.004 | 0.044 | 0.001 | -0.071 | NaN | -0.002 | 0.003 | -0.014 | 0.062 | 0.069 | -0.013 | -0.223 | -0.232 | 0.121 | 0.013 | 0.045 | 0.058 | -0.026 | -0.087 | -0.072 | 0.085 | 0.108 | -0.009 | 0.455 | 0.225 | 0.248 | 0.378 | 0.297 | 0.525 | 0.020 | 0.750 | 0.997 | 0.150 | 0.432 | 0.478 | 0.099 | 0.172 | 0.432 | 0.199 | 0.133 | 0.370 | 0.276 | 0.513 | 0.003 | 0.740 | 0.988 | 0.138 | 0.418 | 0.454 | 0.086 | 0.150 | 0.453 | 0.221 | 0.275 | 0.379 | 0.295 | 0.524 | 0.016 | 0.750 | 1.000 | 0.151 | 0.432 | 0.475 | 0.096 | 0.168 | 0.467 | -0.052 | -0.021 | -0.052 | -0.024 | 0.009 | NaN | -0.085 | -0.002 | 0.023 | 0.001 | 0.029 | 0.079 | -0.000 | -0.014 | 0.011 | 0.010 | 0.032 | 0.017 | 0.013 | -0.004 | -0.010 | 0.010 | 0.018 | 0.007 | 0.011 | 0.014 | -0.005 | 0.004 | 0.040 | 0.001 | -0.025 |
| LANDAREA_MEDI | -0.000 | -0.009 | 0.004 | -0.025 | -0.019 | -0.010 | -0.015 | -0.114 | 0.000 | -0.016 | 0.032 | -0.022 | -0.016 | NaN | 0.016 | 0.004 | -0.007 | -0.014 | -0.001 | 0.003 | 0.096 | 0.075 | -0.029 | -0.027 | -0.017 | -0.013 | -0.025 | -0.021 | -0.018 | -0.004 | -0.023 | 0.016 | 0.400 | 0.383 | 0.115 | 0.178 | 0.244 | 0.313 | 0.423 | 0.174 | 0.151 | 0.992 | 0.383 | 0.410 | 0.084 | 0.129 | 0.406 | 0.388 | 0.064 | 0.182 | 0.253 | 0.321 | 0.418 | 0.176 | 0.154 | 0.983 | 0.399 | 0.412 | 0.088 | 0.134 | 0.403 | 0.387 | 0.126 | 0.177 | 0.245 | 0.315 | 0.425 | 0.173 | 0.151 | 1.000 | 0.387 | 0.411 | 0.086 | 0.135 | 0.401 | -0.011 | -0.003 | -0.011 | -0.003 | 0.014 | NaN | 0.009 | 0.002 | 0.011 | -0.017 | 0.004 | -0.002 | -0.019 | -0.004 | -0.008 | 0.026 | -0.003 | -0.011 | 0.009 | 0.012 | -0.002 | -0.001 | 0.014 | 0.006 | -0.004 | -0.009 | -0.003 | 0.012 | 0.021 | 0.010 | -0.013 |
| LIVINGAPARTMENTS_MEDI | -0.012 | -0.030 | -0.006 | 0.110 | 0.047 | 0.063 | 0.051 | 0.171 | -0.015 | -0.014 | 0.040 | -0.009 | -0.048 | NaN | 0.014 | 0.010 | -0.019 | 0.057 | 0.029 | -0.014 | -0.147 | -0.175 | 0.080 | 0.012 | 0.013 | 0.023 | -0.029 | -0.082 | -0.071 | 0.055 | 0.068 | -0.002 | 0.941 | 0.645 | 0.223 | 0.344 | 0.548 | 0.823 | 0.558 | 0.590 | 0.433 | 0.385 | 0.993 | 0.900 | 0.198 | 0.333 | 0.915 | 0.628 | 0.121 | 0.343 | 0.542 | 0.811 | 0.526 | 0.585 | 0.428 | 0.377 | 0.974 | 0.874 | 0.191 | 0.327 | 0.943 | 0.650 | 0.244 | 0.343 | 0.550 | 0.824 | 0.556 | 0.586 | 0.432 | 0.387 | 1.000 | 0.899 | 0.198 | 0.332 | 0.861 | -0.029 | 0.000 | -0.029 | -0.009 | 0.001 | NaN | -0.057 | 0.006 | 0.018 | -0.017 | 0.012 | 0.065 | -0.006 | -0.004 | 0.016 | 0.022 | 0.045 | 0.000 | 0.023 | 0.005 | -0.001 | 0.005 | 0.012 | -0.003 | -0.003 | 0.001 | 0.003 | 0.007 | 0.025 | -0.011 | -0.029 |
| LIVINGAREA_MEDI | -0.012 | -0.030 | -0.002 | 0.127 | 0.059 | 0.078 | 0.063 | 0.181 | -0.023 | -0.011 | 0.043 | -0.009 | -0.058 | NaN | 0.011 | 0.010 | -0.027 | 0.062 | 0.040 | -0.005 | -0.153 | -0.181 | 0.084 | 0.011 | 0.021 | 0.028 | -0.029 | -0.078 | -0.069 | 0.075 | 0.082 | 0.002 | 0.931 | 0.678 | 0.251 | 0.379 | 0.550 | 0.888 | 0.593 | 0.636 | 0.477 | 0.409 | 0.892 | 0.997 | 0.193 | 0.349 | 0.910 | 0.658 | 0.138 | 0.377 | 0.543 | 0.878 | 0.564 | 0.633 | 0.470 | 0.402 | 0.888 | 0.969 | 0.189 | 0.336 | 0.935 | 0.683 | 0.276 | 0.378 | 0.551 | 0.892 | 0.592 | 0.634 | 0.475 | 0.411 | 0.899 | 1.000 | 0.194 | 0.351 | 0.928 | -0.038 | -0.014 | -0.038 | -0.016 | -0.002 | NaN | -0.067 | 0.004 | 0.022 | -0.012 | 0.009 | 0.070 | -0.007 | -0.004 | 0.023 | 0.030 | 0.048 | 0.004 | 0.021 | 0.002 | -0.000 | 0.003 | 0.014 | 0.002 | -0.001 | -0.003 | 0.009 | 0.007 | 0.026 | -0.008 | -0.030 |
| NONLIVINGAPARTMENTS_MEDI | 0.001 | 0.004 | 0.011 | 0.025 | 0.008 | 0.024 | 0.010 | 0.027 | 0.000 | -0.002 | 0.038 | 0.007 | -0.026 | NaN | 0.002 | 0.002 | -0.025 | 0.001 | -0.013 | 0.010 | -0.011 | -0.010 | 0.021 | -0.009 | 0.010 | 0.015 | -0.014 | -0.009 | -0.008 | 0.017 | 0.022 | 0.008 | 0.235 | 0.151 | 0.057 | 0.086 | 0.146 | 0.169 | 0.082 | 0.149 | 0.097 | 0.085 | 0.198 | 0.195 | 0.989 | 0.301 | 0.227 | 0.143 | 0.032 | 0.086 | 0.146 | 0.165 | 0.075 | 0.145 | 0.095 | 0.081 | 0.177 | 0.185 | 0.984 | 0.299 | 0.235 | 0.152 | 0.063 | 0.086 | 0.146 | 0.169 | 0.081 | 0.148 | 0.096 | 0.086 | 0.198 | 0.194 | 1.000 | 0.303 | 0.199 | -0.010 | 0.001 | -0.009 | -0.007 | 0.007 | NaN | -0.007 | 0.002 | 0.008 | 0.002 | -0.001 | 0.011 | -0.002 | -0.002 | -0.004 | 0.008 | 0.008 | -0.002 | 0.020 | -0.001 | -0.003 | 0.015 | -0.003 | -0.003 | -0.003 | 0.010 | -0.003 | -0.002 | 0.004 | 0.019 | 0.003 |
| NONLIVINGAREA_MEDI | 0.012 | -0.027 | 0.011 | 0.107 | 0.034 | 0.039 | 0.038 | 0.083 | -0.019 | -0.008 | 0.083 | -0.005 | -0.043 | NaN | 0.008 | 0.006 | -0.016 | 0.013 | 0.010 | 0.005 | -0.106 | -0.113 | 0.050 | -0.003 | 0.020 | 0.026 | -0.019 | -0.007 | -0.004 | 0.059 | 0.050 | 0.012 | 0.353 | 0.296 | 0.106 | 0.157 | 0.238 | 0.307 | 0.152 | 0.294 | 0.168 | 0.134 | 0.330 | 0.352 | 0.302 | 0.982 | 0.340 | 0.264 | 0.059 | 0.154 | 0.233 | 0.294 | 0.138 | 0.284 | 0.165 | 0.125 | 0.321 | 0.328 | 0.299 | 0.954 | 0.351 | 0.301 | 0.115 | 0.157 | 0.238 | 0.308 | 0.150 | 0.291 | 0.168 | 0.135 | 0.332 | 0.351 | 0.303 | 1.000 | 0.397 | -0.013 | -0.014 | -0.013 | -0.015 | 0.017 | NaN | -0.051 | -0.001 | 0.009 | 0.002 | 0.014 | 0.038 | 0.001 | -0.004 | -0.009 | 0.064 | 0.021 | 0.024 | 0.037 | 0.004 | -0.005 | -0.000 | 0.002 | -0.010 | -0.007 | 0.003 | -0.000 | -0.003 | 0.017 | 0.010 | -0.007 |
| TOTALAREA_MODE | -0.013 | -0.033 | -0.000 | 0.133 | 0.061 | 0.080 | 0.064 | 0.172 | -0.022 | -0.008 | 0.057 | -0.013 | -0.058 | NaN | 0.008 | 0.002 | -0.021 | 0.051 | 0.040 | -0.004 | -0.156 | -0.183 | 0.076 | 0.017 | 0.028 | 0.035 | -0.025 | -0.074 | -0.066 | 0.074 | 0.077 | 0.001 | 0.898 | 0.654 | 0.264 | 0.391 | 0.563 | 0.853 | 0.558 | 0.640 | 0.470 | 0.399 | 0.860 | 0.934 | 0.198 | 0.401 | 0.870 | 0.631 | 0.147 | 0.385 | 0.555 | 0.830 | 0.520 | 0.632 | 0.460 | 0.391 | 0.848 | 0.903 | 0.194 | 0.385 | 0.893 | 0.656 | 0.287 | 0.390 | 0.562 | 0.848 | 0.549 | 0.635 | 0.467 | 0.401 | 0.861 | 0.928 | 0.199 | 0.397 | 1.000 | -0.035 | -0.020 | -0.036 | -0.022 | 0.004 | NaN | -0.067 | 0.003 | 0.022 | -0.006 | 0.008 | 0.068 | -0.004 | -0.005 | 0.017 | 0.036 | 0.045 | 0.014 | 0.021 | 0.008 | 0.003 | 0.003 | 0.015 | 0.003 | -0.001 | 0.005 | 0.003 | 0.010 | 0.026 | -0.010 | -0.026 |
| OBS_30_CNT_SOCIAL_CIRCLE | 0.002 | 0.028 | 0.014 | -0.064 | -0.024 | -0.039 | -0.024 | -0.058 | 0.040 | -0.010 | 0.039 | 0.010 | 0.016 | NaN | 0.011 | -0.007 | 0.018 | -0.051 | -0.012 | 0.020 | 0.068 | 0.057 | -0.015 | -0.018 | -0.033 | -0.029 | -0.015 | 0.008 | 0.012 | -0.048 | -0.039 | -0.028 | -0.033 | -0.014 | 0.002 | -0.013 | -0.029 | -0.044 | -0.006 | -0.058 | -0.052 | -0.011 | -0.029 | -0.038 | -0.010 | -0.015 | -0.027 | -0.012 | 0.006 | -0.011 | -0.025 | -0.037 | -0.001 | -0.054 | -0.050 | -0.009 | -0.024 | -0.031 | -0.008 | -0.008 | -0.032 | -0.017 | -0.000 | -0.013 | -0.028 | -0.043 | -0.006 | -0.057 | -0.052 | -0.011 | -0.029 | -0.038 | -0.010 | -0.013 | -0.035 | 1.000 | 0.301 | 0.998 | 0.229 | -0.020 | NaN | 0.043 | -0.006 | 0.002 | -0.015 | -0.005 | -0.033 | -0.002 | 0.007 | 0.002 | -0.001 | -0.014 | -0.005 | -0.016 | -0.008 | -0.008 | 0.005 | -0.005 | 0.005 | -0.010 | -0.003 | -0.018 | 0.014 | 0.006 | 0.004 | 0.046 |
| DEF_30_CNT_SOCIAL_CIRCLE | 0.034 | 0.019 | -0.010 | -0.043 | -0.013 | -0.017 | -0.014 | -0.010 | 0.019 | 0.002 | 0.023 | 0.022 | 0.001 | NaN | -0.001 | -0.003 | 0.010 | -0.022 | -0.014 | -0.006 | 0.034 | 0.033 | 0.005 | -0.007 | -0.010 | -0.010 | -0.005 | -0.005 | -0.006 | -0.028 | -0.031 | -0.045 | -0.011 | -0.013 | -0.016 | -0.030 | -0.014 | -0.019 | 0.011 | -0.039 | -0.021 | -0.003 | -0.000 | -0.014 | -0.000 | -0.011 | -0.012 | -0.013 | -0.007 | -0.029 | -0.012 | -0.016 | 0.011 | -0.037 | -0.021 | -0.001 | -0.001 | -0.013 | 0.002 | -0.011 | -0.011 | -0.016 | -0.017 | -0.029 | -0.013 | -0.018 | 0.010 | -0.037 | -0.021 | -0.003 | 0.000 | -0.014 | 0.001 | -0.014 | -0.020 | 0.301 | 1.000 | 0.302 | 0.848 | -0.006 | NaN | 0.027 | -0.003 | -0.011 | -0.001 | 0.006 | -0.018 | -0.001 | -0.003 | 0.013 | -0.003 | -0.018 | -0.004 | -0.013 | -0.012 | -0.004 | -0.004 | -0.008 | -0.004 | -0.005 | 0.003 | 0.004 | 0.000 | 0.003 | -0.008 | 0.035 |
| OBS_60_CNT_SOCIAL_CIRCLE | 0.002 | 0.028 | 0.014 | -0.064 | -0.023 | -0.038 | -0.024 | -0.057 | 0.040 | -0.010 | 0.039 | 0.009 | 0.016 | NaN | 0.010 | -0.007 | 0.018 | -0.051 | -0.012 | 0.020 | 0.068 | 0.057 | -0.015 | -0.018 | -0.032 | -0.028 | -0.016 | 0.008 | 0.012 | -0.048 | -0.039 | -0.028 | -0.034 | -0.015 | 0.002 | -0.013 | -0.029 | -0.044 | -0.006 | -0.058 | -0.052 | -0.011 | -0.029 | -0.038 | -0.009 | -0.015 | -0.027 | -0.012 | 0.006 | -0.011 | -0.025 | -0.037 | -0.002 | -0.054 | -0.050 | -0.010 | -0.024 | -0.031 | -0.008 | -0.008 | -0.032 | -0.018 | 0.000 | -0.013 | -0.028 | -0.043 | -0.006 | -0.057 | -0.052 | -0.011 | -0.029 | -0.038 | -0.009 | -0.013 | -0.036 | 0.998 | 0.302 | 1.000 | 0.230 | -0.021 | NaN | 0.043 | -0.006 | 0.001 | -0.015 | -0.005 | -0.033 | -0.002 | 0.007 | 0.002 | -0.001 | -0.014 | -0.004 | -0.016 | -0.008 | -0.008 | 0.005 | -0.005 | 0.006 | -0.010 | -0.003 | -0.019 | 0.015 | 0.006 | 0.004 | 0.047 |
| DEF_60_CNT_SOCIAL_CIRCLE | 0.023 | 0.024 | -0.008 | -0.046 | -0.015 | -0.017 | -0.016 | -0.017 | 0.019 | -0.005 | 0.029 | 0.023 | 0.009 | NaN | 0.006 | -0.004 | 0.011 | -0.024 | -0.012 | -0.005 | 0.045 | 0.041 | -0.002 | -0.007 | -0.014 | -0.012 | 0.000 | -0.003 | -0.003 | -0.032 | -0.036 | -0.045 | -0.016 | -0.015 | -0.014 | -0.028 | -0.018 | -0.023 | 0.003 | -0.040 | -0.023 | -0.002 | -0.010 | -0.017 | -0.008 | -0.011 | -0.017 | -0.012 | -0.003 | -0.027 | -0.015 | -0.021 | 0.005 | -0.040 | -0.024 | -0.001 | -0.010 | -0.016 | -0.007 | -0.012 | -0.016 | -0.015 | -0.018 | -0.029 | -0.017 | -0.023 | 0.003 | -0.039 | -0.024 | -0.003 | -0.009 | -0.016 | -0.007 | -0.015 | -0.022 | 0.229 | 0.848 | 0.230 | 1.000 | -0.009 | NaN | 0.030 | -0.003 | -0.007 | -0.008 | 0.009 | -0.017 | 0.006 | -0.003 | 0.006 | -0.003 | -0.014 | -0.003 | -0.019 | -0.013 | -0.004 | -0.007 | -0.007 | -0.001 | -0.004 | 0.007 | 0.005 | -0.003 | 0.003 | -0.010 | 0.031 |
| DAYS_LAST_PHONE_CHANGE | -0.002 | 0.018 | -0.004 | -0.006 | -0.039 | -0.037 | -0.040 | -0.005 | 0.129 | -0.012 | 0.080 | 0.100 | 0.000 | NaN | 0.017 | -0.048 | -0.043 | -0.077 | -0.005 | -0.023 | -0.001 | -0.008 | -0.008 | 0.011 | 0.037 | 0.032 | 0.038 | 0.034 | 0.027 | -0.108 | -0.169 | -0.064 | -0.001 | 0.001 | -0.004 | 0.013 | 0.015 | -0.009 | -0.003 | 0.004 | 0.009 | 0.015 | 0.001 | -0.001 | 0.008 | 0.020 | -0.004 | -0.001 | -0.010 | 0.012 | 0.021 | -0.011 | -0.002 | 0.005 | 0.009 | 0.011 | -0.003 | -0.002 | 0.004 | 0.017 | -0.001 | 0.001 | 0.000 | 0.013 | 0.017 | -0.009 | -0.001 | 0.004 | 0.009 | 0.014 | 0.001 | -0.002 | 0.007 | 0.017 | 0.004 | -0.020 | -0.006 | -0.021 | -0.009 | 1.000 | NaN | -0.048 | 0.010 | -0.032 | -0.024 | 0.013 | 0.002 | 0.013 | -0.005 | 0.046 | -0.001 | 0.061 | 0.052 | 0.030 | 0.056 | 0.014 | 0.058 | 0.014 | 0.005 | -0.004 | 0.004 | 0.023 | 0.004 | -0.044 | -0.003 | -0.110 |
| FLAG_DOCUMENT_2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| FLAG_DOCUMENT_3 | -0.018 | 0.052 | 0.022 | -0.092 | 0.068 | 0.051 | 0.048 | -0.138 | 0.034 | -0.104 | 0.010 | 0.007 | 0.040 | NaN | 0.103 | -0.007 | 0.025 | -0.024 | -0.011 | 0.034 | 0.115 | 0.124 | -0.048 | -0.032 | -0.039 | -0.042 | -0.023 | -0.004 | -0.006 | -0.038 | -0.058 | -0.031 | -0.058 | -0.042 | -0.019 | -0.041 | -0.049 | -0.081 | -0.005 | -0.108 | -0.087 | 0.007 | -0.059 | -0.068 | -0.008 | -0.054 | -0.047 | -0.031 | -0.004 | -0.039 | -0.043 | -0.069 | 0.005 | -0.101 | -0.080 | 0.010 | -0.050 | -0.057 | -0.004 | -0.044 | -0.055 | -0.038 | -0.022 | -0.041 | -0.049 | -0.078 | -0.003 | -0.106 | -0.085 | 0.009 | -0.057 | -0.067 | -0.007 | -0.051 | -0.067 | 0.043 | 0.027 | 0.043 | 0.030 | -0.048 | NaN | 1.000 | -0.013 | -0.155 | -0.224 | -0.025 | -0.665 | -0.089 | -0.013 | -0.107 | -0.013 | -0.031 | -0.015 | 0.009 | 0.015 | -0.004 | -0.007 | 0.011 | 0.009 | -0.022 | 0.005 | 0.011 | 0.025 | 0.002 | 0.029 | 0.044 |
| FLAG_DOCUMENT_4 | -0.015 | -0.002 | -0.007 | -0.006 | -0.010 | -0.012 | -0.009 | -0.003 | 0.011 | -0.002 | -0.017 | 0.000 | -0.007 | NaN | 0.002 | -0.005 | 0.001 | 0.014 | -0.004 | -0.014 | 0.000 | 0.001 | 0.016 | -0.001 | -0.002 | -0.002 | -0.002 | -0.004 | -0.004 | -0.004 | 0.000 | -0.014 | 0.006 | 0.009 | -0.003 | -0.005 | -0.002 | -0.006 | 0.031 | -0.005 | -0.002 | 0.002 | 0.006 | 0.004 | 0.002 | -0.001 | 0.007 | 0.010 | -0.001 | -0.005 | -0.002 | -0.006 | 0.031 | -0.005 | -0.002 | 0.003 | 0.006 | 0.005 | 0.002 | -0.001 | 0.006 | 0.009 | -0.004 | -0.005 | -0.002 | -0.006 | 0.031 | -0.005 | -0.002 | 0.002 | 0.006 | 0.004 | 0.002 | -0.001 | 0.003 | -0.006 | -0.003 | -0.006 | -0.003 | 0.010 | NaN | -0.013 | 1.000 | -0.001 | -0.002 | -0.000 | -0.005 | -0.001 | -0.000 | -0.001 | -0.000 | -0.001 | -0.001 | -0.001 | -0.001 | -0.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.002 | 0.006 | -0.004 | -0.009 |
| FLAG_DOCUMENT_5 | -0.013 | -0.013 | -0.026 | -0.001 | -0.021 | -0.008 | -0.014 | 0.006 | -0.018 | 0.017 | -0.021 | -0.005 | 0.016 | NaN | -0.021 | 0.039 | 0.007 | 0.091 | 0.003 | -0.028 | -0.005 | -0.009 | 0.025 | 0.006 | 0.008 | 0.001 | -0.010 | 0.007 | 0.006 | 0.009 | 0.030 | 0.001 | 0.020 | 0.009 | 0.006 | 0.006 | -0.001 | 0.022 | 0.012 | 0.024 | 0.023 | 0.011 | 0.016 | 0.021 | 0.007 | 0.008 | 0.022 | 0.011 | 0.006 | 0.007 | 0.001 | 0.024 | 0.012 | 0.024 | 0.023 | 0.013 | 0.016 | 0.022 | 0.003 | 0.011 | 0.021 | 0.009 | 0.006 | 0.006 | -0.001 | 0.024 | 0.013 | 0.025 | 0.023 | 0.011 | 0.018 | 0.022 | 0.008 | 0.009 | 0.022 | 0.002 | -0.011 | 0.001 | -0.007 | -0.032 | NaN | -0.155 | -0.001 | 1.000 | -0.019 | -0.002 | -0.057 | -0.008 | -0.001 | -0.009 | -0.001 | -0.014 | -0.009 | -0.008 | -0.012 | -0.002 | -0.003 | -0.003 | -0.004 | -0.002 | 0.000 | -0.008 | -0.003 | 0.015 | -0.019 | -0.018 |
| FLAG_DOCUMENT_6 | -0.000 | -0.008 | -0.090 | -0.034 | 0.023 | 0.005 | 0.020 | 0.009 | -0.292 | 0.575 | -0.099 | -0.080 | 0.015 | NaN | -0.574 | -0.068 | 0.010 | 0.025 | -0.002 | -0.074 | 0.027 | 0.022 | -0.012 | -0.020 | -0.035 | -0.032 | -0.015 | -0.059 | -0.058 | 0.139 | -0.007 | 0.024 | -0.016 | -0.003 | 0.005 | 0.015 | -0.004 | -0.011 | -0.011 | 0.002 | 0.002 | -0.018 | -0.016 | -0.012 | 0.001 | 0.001 | -0.014 | -0.000 | -0.002 | 0.016 | -0.003 | -0.011 | -0.011 | 0.004 | 0.002 | -0.015 | -0.014 | -0.010 | 0.003 | 0.004 | -0.016 | -0.002 | 0.012 | 0.015 | -0.005 | -0.011 | -0.011 | 0.002 | 0.001 | -0.017 | -0.017 | -0.012 | 0.002 | 0.002 | -0.006 | -0.015 | -0.001 | -0.015 | -0.008 | -0.024 | NaN | -0.224 | -0.002 | -0.019 | 1.000 | -0.003 | -0.082 | -0.011 | -0.002 | -0.013 | -0.002 | -0.021 | -0.006 | -0.012 | -0.007 | -0.002 | -0.011 | -0.004 | -0.006 | -0.003 | -0.007 | 0.026 | 0.003 | -0.003 | -0.000 | 0.019 |
| FLAG_DOCUMENT_7 | -0.005 | 0.015 | 0.004 | 0.047 | 0.003 | 0.008 | 0.006 | 0.007 | 0.004 | -0.005 | 0.010 | -0.003 | 0.009 | NaN | 0.004 | 0.002 | 0.001 | 0.018 | 0.007 | -0.008 | 0.000 | 0.002 | 0.009 | 0.038 | 0.015 | -0.004 | -0.004 | 0.020 | 0.021 | -0.008 | 0.013 | -0.003 | 0.012 | -0.000 | 0.003 | 0.003 | 0.031 | 0.009 | -0.005 | 0.027 | 0.029 | 0.004 | 0.012 | 0.009 | -0.001 | 0.013 | 0.014 | 0.001 | 0.002 | 0.004 | 0.032 | 0.010 | -0.004 | 0.027 | 0.029 | 0.005 | 0.013 | 0.011 | -0.001 | 0.015 | 0.012 | 0.000 | 0.003 | 0.003 | 0.031 | 0.009 | -0.005 | 0.027 | 0.029 | 0.004 | 0.012 | 0.009 | -0.001 | 0.014 | 0.008 | -0.005 | 0.006 | -0.005 | 0.009 | 0.013 | NaN | -0.025 | -0.000 | -0.002 | -0.003 | 1.000 | -0.009 | -0.001 | -0.000 | -0.002 | -0.000 | -0.002 | -0.001 | -0.001 | -0.002 | -0.000 | -0.002 | -0.000 | -0.001 | -0.000 | -0.002 | -0.001 | -0.004 | -0.007 | 0.008 | -0.008 |
| FLAG_DOCUMENT_8 | 0.015 | -0.014 | 0.012 | 0.146 | 0.068 | 0.115 | 0.062 | 0.145 | 0.037 | -0.090 | 0.027 | 0.003 | -0.067 | NaN | 0.091 | 0.016 | -0.050 | 0.022 | 0.027 | 0.003 | -0.138 | -0.144 | 0.034 | 0.029 | 0.055 | 0.059 | 0.014 | 0.015 | 0.013 | -0.026 | 0.051 | -0.002 | 0.065 | 0.039 | -0.001 | 0.020 | 0.046 | 0.088 | 0.004 | 0.103 | 0.081 | -0.001 | 0.068 | 0.073 | 0.012 | 0.043 | 0.051 | 0.024 | -0.010 | 0.017 | 0.037 | 0.075 | -0.004 | 0.095 | 0.074 | -0.005 | 0.057 | 0.057 | 0.009 | 0.025 | 0.061 | 0.034 | 0.000 | 0.021 | 0.046 | 0.085 | 0.002 | 0.101 | 0.079 | -0.002 | 0.065 | 0.070 | 0.011 | 0.038 | 0.068 | -0.033 | -0.018 | -0.033 | -0.017 | 0.002 | NaN | -0.665 | -0.005 | -0.057 | -0.082 | -0.009 | 1.000 | -0.033 | -0.005 | -0.039 | 0.019 | 0.088 | 0.040 | 0.017 | 0.018 | 0.010 | -0.014 | -0.003 | 0.003 | -0.008 | 0.000 | -0.013 | -0.017 | 0.008 | -0.021 | 0.001 |
| FLAG_DOCUMENT_9 | -0.019 | -0.000 | -0.005 | 0.019 | 0.011 | 0.043 | 0.009 | 0.051 | 0.016 | -0.016 | -0.001 | 0.026 | 0.006 | NaN | 0.016 | 0.014 | 0.004 | 0.026 | 0.023 | -0.010 | -0.034 | -0.036 | 0.004 | 0.004 | 0.006 | 0.002 | 0.001 | -0.011 | -0.009 | 0.009 | -0.000 | -0.001 | -0.006 | 0.004 | -0.003 | -0.006 | 0.006 | 0.000 | -0.014 | 0.008 | 0.001 | -0.019 | -0.005 | -0.007 | -0.002 | 0.003 | -0.006 | 0.005 | -0.002 | -0.007 | 0.007 | -0.000 | -0.013 | 0.007 | 0.001 | -0.017 | -0.005 | -0.006 | -0.002 | 0.001 | -0.007 | 0.002 | -0.005 | -0.008 | 0.005 | -0.001 | -0.015 | 0.007 | -0.000 | -0.019 | -0.006 | -0.007 | -0.002 | 0.001 | -0.004 | -0.002 | -0.001 | -0.002 | 0.006 | 0.013 | NaN | -0.089 | -0.001 | -0.008 | -0.011 | -0.001 | -0.033 | 1.000 | -0.001 | -0.005 | -0.001 | -0.008 | 0.012 | -0.005 | 0.006 | -0.001 | 0.007 | -0.002 | -0.002 | -0.001 | -0.005 | -0.005 | -0.013 | 0.006 | -0.002 | -0.012 |
| FLAG_DOCUMENT_10 | 0.002 | -0.002 | -0.007 | 0.000 | -0.008 | -0.009 | -0.007 | 0.003 | -0.003 | -0.002 | 0.010 | -0.006 | -0.002 | NaN | 0.002 | -0.005 | 0.001 | 0.014 | -0.004 | -0.014 | 0.000 | 0.001 | -0.012 | -0.001 | -0.002 | -0.002 | -0.002 | -0.004 | -0.004 | 0.003 | 0.005 | -0.015 | -0.004 | -0.002 | -0.005 | -0.008 | -0.006 | -0.006 | -0.002 | -0.005 | -0.014 | -0.005 | -0.004 | -0.004 | -0.002 | -0.004 | -0.003 | -0.001 | -0.002 | -0.007 | -0.006 | -0.006 | -0.001 | -0.005 | -0.014 | -0.004 | -0.003 | -0.004 | -0.002 | -0.004 | -0.004 | -0.001 | -0.005 | -0.008 | -0.006 | -0.006 | -0.002 | -0.005 | -0.014 | -0.004 | -0.004 | -0.004 | -0.002 | -0.004 | -0.005 | 0.007 | -0.003 | 0.007 | -0.003 | -0.005 | NaN | -0.013 | -0.000 | -0.001 | -0.002 | -0.000 | -0.005 | -0.001 | 1.000 | -0.001 | -0.000 | -0.001 | -0.001 | -0.001 | -0.001 | -0.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.002 | -0.003 | -0.004 | 0.017 |
| FLAG_DOCUMENT_11 | 0.004 | -0.006 | -0.015 | -0.008 | 0.021 | -0.026 | 0.031 | 0.025 | 0.044 | -0.018 | 0.014 | 0.024 | -0.018 | NaN | 0.019 | 0.158 | 0.005 | 0.027 | -0.014 | -0.020 | 0.003 | -0.006 | -0.006 | 0.029 | 0.013 | 0.001 | 0.044 | 0.029 | 0.007 | -0.004 | -0.015 | -0.001 | 0.018 | 0.011 | 0.003 | 0.003 | 0.014 | 0.020 | 0.014 | 0.012 | 0.012 | -0.007 | 0.015 | 0.022 | -0.004 | -0.010 | 0.016 | 0.013 | 0.003 | 0.003 | 0.017 | 0.018 | 0.013 | 0.013 | 0.009 | -0.007 | 0.015 | 0.023 | -0.005 | -0.008 | 0.019 | 0.010 | 0.002 | 0.002 | 0.014 | 0.019 | 0.014 | 0.012 | 0.011 | -0.008 | 0.016 | 0.023 | -0.004 | -0.009 | 0.017 | 0.002 | 0.013 | 0.002 | 0.006 | 0.046 | NaN | -0.107 | -0.001 | -0.009 | -0.013 | -0.002 | -0.039 | -0.005 | -0.001 | 1.000 | -0.001 | -0.010 | -0.006 | -0.006 | -0.008 | -0.001 | -0.008 | -0.002 | -0.003 | -0.001 | -0.006 | 0.016 | -0.004 | 0.003 | -0.003 | -0.038 |
| FLAG_DOCUMENT_12 | -0.011 | -0.002 | -0.007 | 0.025 | 0.016 | 0.005 | 0.016 | -0.007 | -0.004 | -0.003 | 0.008 | -0.010 | -0.005 | NaN | 0.002 | -0.005 | 0.001 | -0.006 | -0.004 | -0.004 | 0.000 | 0.001 | 0.013 | -0.001 | -0.002 | -0.002 | -0.002 | -0.004 | -0.004 | -0.003 | 0.008 | -0.001 | 0.023 | 0.031 | 0.006 | 0.009 | 0.010 | 0.025 | 0.025 | 0.008 | 0.010 | 0.026 | 0.022 | 0.030 | 0.008 | 0.062 | 0.024 | 0.032 | 0.003 | 0.009 | 0.010 | 0.027 | 0.025 | 0.008 | 0.010 | 0.027 | 0.023 | 0.032 | 0.008 | 0.068 | 0.024 | 0.031 | 0.007 | 0.009 | 0.010 | 0.026 | 0.025 | 0.008 | 0.010 | 0.026 | 0.022 | 0.030 | 0.008 | 0.064 | 0.036 | -0.001 | -0.003 | -0.001 | -0.003 | -0.001 | NaN | -0.013 | -0.000 | -0.001 | -0.002 | -0.000 | 0.019 | -0.001 | -0.000 | -0.001 | 1.000 | -0.001 | -0.001 | -0.001 | -0.001 | -0.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.002 | -0.003 | -0.004 | -0.004 |
| FLAG_DOCUMENT_13 | 0.004 | -0.029 | -0.004 | 0.076 | 0.080 | 0.029 | 0.079 | 0.051 | 0.014 | -0.027 | 0.020 | -0.007 | -0.070 | NaN | 0.027 | 0.000 | -0.130 | 0.025 | -0.011 | -0.017 | -0.064 | -0.069 | 0.040 | 0.003 | 0.023 | 0.019 | 0.002 | -0.001 | 0.002 | 0.015 | 0.044 | 0.007 | 0.052 | 0.036 | -0.001 | -0.007 | 0.022 | 0.047 | 0.027 | 0.042 | 0.032 | -0.001 | 0.051 | 0.049 | 0.016 | 0.023 | 0.044 | 0.031 | 0.001 | -0.008 | 0.019 | 0.045 | 0.026 | 0.043 | 0.032 | -0.003 | 0.042 | 0.045 | 0.005 | 0.023 | 0.047 | 0.035 | -0.001 | -0.007 | 0.020 | 0.045 | 0.028 | 0.043 | 0.032 | -0.003 | 0.045 | 0.048 | 0.008 | 0.021 | 0.045 | -0.014 | -0.018 | -0.014 | -0.014 | 0.061 | NaN | -0.031 | -0.001 | -0.014 | -0.021 | -0.002 | 0.088 | -0.008 | -0.001 | -0.010 | -0.001 | 1.000 | -0.010 | -0.009 | -0.013 | -0.002 | -0.012 | -0.003 | 0.017 | -0.002 | -0.002 | 0.048 | 0.007 | 0.020 | -0.011 | -0.070 |
| FLAG_DOCUMENT_14 | -0.011 | 0.005 | -0.019 | 0.065 | 0.079 | 0.068 | 0.077 | 0.057 | 0.028 | -0.008 | 0.003 | 0.002 | -0.013 | NaN | 0.008 | -0.018 | -0.096 | 0.005 | -0.008 | -0.027 | -0.052 | -0.052 | 0.023 | 0.001 | 0.015 | 0.024 | -0.015 | -0.011 | -0.005 | 0.009 | 0.025 | 0.003 | 0.002 | 0.005 | -0.007 | -0.014 | 0.006 | 0.014 | 0.001 | 0.019 | 0.018 | -0.012 | 0.009 | 0.007 | 0.003 | 0.024 | -0.002 | 0.003 | -0.003 | -0.015 | 0.002 | 0.010 | -0.000 | 0.018 | 0.018 | -0.013 | -0.002 | -0.000 | -0.002 | 0.024 | -0.001 | 0.004 | -0.009 | -0.015 | 0.005 | 0.011 | -0.000 | 0.018 | 0.017 | -0.011 | 0.000 | 0.004 | -0.002 | 0.024 | 0.014 | -0.005 | -0.004 | -0.004 | -0.003 | 0.052 | NaN | -0.015 | -0.001 | -0.009 | -0.006 | -0.001 | 0.040 | 0.012 | -0.001 | -0.006 | -0.001 | -0.010 | 1.000 | -0.006 | -0.008 | -0.001 | -0.008 | -0.002 | 0.099 | 0.070 | 0.022 | 0.040 | 0.008 | 0.005 | -0.010 | -0.053 |
| FLAG_DOCUMENT_15 | 0.013 | -0.003 | 0.004 | 0.019 | 0.048 | 0.016 | 0.048 | 0.014 | 0.006 | -0.011 | 0.012 | -0.002 | -0.036 | NaN | 0.012 | 0.008 | 0.004 | 0.026 | -0.009 | 0.002 | -0.017 | -0.015 | 0.013 | 0.002 | 0.003 | 0.006 | -0.007 | -0.015 | -0.012 | 0.017 | -0.013 | -0.008 | 0.026 | 0.031 | -0.004 | -0.009 | 0.014 | 0.020 | 0.021 | 0.017 | 0.013 | 0.008 | 0.024 | 0.022 | 0.020 | 0.040 | 0.028 | 0.033 | -0.001 | -0.007 | 0.014 | 0.021 | 0.020 | 0.015 | 0.014 | 0.009 | 0.024 | 0.022 | 0.021 | 0.040 | 0.025 | 0.032 | -0.006 | -0.009 | 0.014 | 0.019 | 0.020 | 0.015 | 0.013 | 0.009 | 0.023 | 0.021 | 0.020 | 0.037 | 0.021 | -0.016 | -0.013 | -0.016 | -0.019 | 0.030 | NaN | 0.009 | -0.001 | -0.008 | -0.012 | -0.001 | 0.017 | -0.005 | -0.001 | -0.006 | -0.001 | -0.009 | -0.006 | 1.000 | -0.008 | -0.001 | -0.007 | -0.002 | 0.071 | -0.001 | -0.006 | 0.007 | -0.008 | 0.008 | -0.000 | -0.040 |
| FLAG_DOCUMENT_16 | -0.003 | -0.020 | 0.030 | 0.018 | 0.067 | -0.000 | 0.064 | 0.008 | 0.018 | -0.017 | 0.016 | -0.003 | 0.002 | NaN | 0.018 | 0.001 | -0.024 | 0.001 | -0.012 | 0.024 | 0.007 | 0.011 | 0.014 | -0.012 | -0.001 | 0.002 | -0.002 | -0.001 | 0.001 | -0.001 | 0.007 | 0.011 | 0.004 | 0.011 | -0.031 | -0.001 | 0.017 | -0.001 | 0.004 | 0.003 | -0.004 | 0.011 | 0.005 | 0.002 | -0.002 | 0.016 | 0.005 | 0.012 | -0.032 | -0.001 | 0.016 | -0.000 | 0.001 | 0.003 | -0.003 | 0.011 | 0.007 | 0.003 | -0.001 | 0.007 | 0.004 | 0.011 | -0.037 | -0.001 | 0.016 | -0.001 | 0.004 | 0.003 | -0.004 | 0.012 | 0.005 | 0.002 | -0.001 | 0.004 | 0.008 | -0.008 | -0.012 | -0.008 | -0.013 | 0.056 | NaN | 0.015 | -0.001 | -0.012 | -0.007 | -0.002 | 0.018 | 0.006 | -0.001 | -0.008 | -0.001 | -0.013 | -0.008 | -0.008 | 1.000 | -0.001 | -0.010 | -0.003 | 0.121 | -0.002 | -0.009 | -0.007 | -0.016 | -0.012 | -0.009 | -0.036 |
| FLAG_DOCUMENT_17 | -0.005 | -0.003 | 0.025 | -0.007 | -0.013 | -0.010 | -0.013 | -0.003 | 0.008 | -0.003 | -0.003 | 0.019 | -0.004 | NaN | 0.003 | -0.007 | 0.001 | 0.005 | -0.005 | 0.023 | -0.012 | -0.011 | 0.007 | -0.002 | -0.003 | -0.003 | -0.003 | -0.005 | -0.005 | -0.011 | -0.018 | -0.006 | -0.011 | 0.001 | 0.008 | 0.012 | -0.003 | -0.001 | -0.002 | 0.002 | -0.010 | -0.002 | -0.001 | -0.001 | -0.003 | -0.005 | -0.010 | 0.002 | 0.004 | 0.012 | -0.002 | -0.000 | -0.002 | 0.002 | -0.009 | -0.001 | -0.001 | -0.001 | -0.002 | -0.005 | -0.011 | 0.001 | 0.008 | 0.012 | -0.002 | -0.001 | -0.002 | 0.002 | -0.010 | -0.002 | -0.001 | -0.000 | -0.003 | -0.005 | 0.003 | -0.008 | -0.004 | -0.008 | -0.004 | 0.014 | NaN | -0.004 | -0.000 | -0.002 | -0.002 | -0.000 | 0.010 | -0.001 | -0.000 | -0.001 | -0.000 | -0.002 | -0.001 | -0.001 | -0.001 | 1.000 | -0.001 | -0.000 | -0.000 | -0.000 | -0.001 | -0.001 | -0.003 | -0.005 | 0.005 | -0.013 |
| FLAG_DOCUMENT_18 | 0.022 | -0.010 | -0.002 | 0.041 | 0.061 | 0.014 | 0.064 | 0.015 | 0.016 | -0.015 | 0.002 | 0.007 | -0.008 | NaN | 0.015 | 0.049 | -0.010 | 0.010 | -0.018 | -0.006 | -0.004 | -0.006 | 0.019 | 0.004 | 0.003 | 0.010 | -0.009 | 0.010 | 0.012 | 0.004 | 0.006 | -0.008 | 0.006 | 0.009 | 0.012 | 0.015 | 0.010 | -0.002 | -0.001 | 0.016 | 0.009 | -0.002 | 0.005 | 0.002 | 0.014 | -0.001 | 0.008 | 0.012 | 0.008 | 0.016 | 0.012 | 0.000 | 0.000 | 0.017 | 0.007 | -0.001 | 0.005 | 0.005 | 0.016 | 0.003 | 0.006 | 0.010 | 0.012 | 0.016 | 0.011 | -0.001 | -0.000 | 0.018 | 0.010 | -0.001 | 0.005 | 0.003 | 0.015 | -0.000 | 0.003 | 0.005 | -0.004 | 0.005 | -0.007 | 0.058 | NaN | -0.007 | -0.001 | -0.003 | -0.011 | -0.002 | -0.014 | 0.007 | -0.001 | -0.008 | -0.001 | -0.012 | -0.008 | -0.007 | -0.010 | -0.001 | 1.000 | -0.002 | 0.050 | -0.002 | 0.003 | 0.002 | -0.010 | -0.011 | -0.008 | -0.048 |
| FLAG_DOCUMENT_19 | 0.009 | 0.009 | -0.000 | 0.012 | 0.047 | 0.026 | 0.047 | 0.023 | 0.006 | -0.006 | -0.003 | 0.011 | -0.013 | NaN | 0.006 | 0.023 | 0.001 | 0.014 | 0.001 | -0.002 | -0.018 | -0.017 | -0.000 | 0.027 | -0.006 | 0.010 | -0.005 | -0.010 | -0.009 | 0.016 | 0.011 | 0.012 | 0.013 | 0.015 | 0.008 | 0.011 | 0.008 | 0.024 | 0.007 | 0.019 | 0.018 | 0.015 | 0.012 | 0.015 | -0.003 | 0.002 | 0.014 | 0.016 | 0.004 | 0.009 | 0.009 | 0.024 | 0.009 | 0.017 | 0.019 | 0.015 | 0.013 | 0.016 | -0.002 | 0.003 | 0.013 | 0.016 | 0.007 | 0.009 | 0.008 | 0.022 | 0.008 | 0.016 | 0.018 | 0.014 | 0.012 | 0.014 | -0.003 | 0.002 | 0.015 | -0.005 | -0.008 | -0.005 | -0.007 | 0.014 | NaN | 0.011 | -0.000 | -0.003 | -0.004 | -0.000 | -0.003 | -0.002 | -0.000 | -0.002 | -0.000 | -0.003 | -0.002 | -0.002 | -0.003 | -0.000 | -0.002 | 1.000 | -0.001 | -0.000 | -0.002 | -0.002 | -0.005 | -0.005 | -0.011 | -0.007 |
| FLAG_DOCUMENT_20 | -0.001 | 0.002 | -0.005 | 0.000 | 0.070 | 0.037 | 0.073 | -0.010 | 0.008 | -0.008 | -0.003 | 0.009 | -0.016 | NaN | 0.008 | 0.022 | 0.002 | 0.011 | -0.005 | -0.011 | 0.000 | 0.004 | 0.003 | -0.004 | 0.025 | 0.027 | -0.007 | 0.001 | 0.003 | 0.001 | 0.015 | -0.016 | -0.003 | -0.007 | 0.000 | -0.001 | -0.003 | -0.005 | -0.004 | 0.005 | 0.007 | 0.006 | -0.003 | 0.002 | -0.003 | -0.010 | -0.001 | -0.005 | 0.001 | 0.000 | -0.002 | -0.003 | -0.002 | 0.006 | 0.008 | 0.008 | -0.002 | 0.004 | -0.003 | -0.009 | -0.003 | -0.006 | -0.000 | -0.001 | -0.003 | -0.004 | -0.004 | 0.005 | 0.007 | 0.006 | -0.003 | 0.002 | -0.003 | -0.010 | 0.003 | 0.005 | -0.004 | 0.006 | -0.001 | 0.005 | NaN | 0.009 | -0.000 | -0.004 | -0.006 | -0.001 | 0.003 | -0.002 | -0.000 | -0.003 | -0.000 | 0.017 | 0.099 | 0.071 | 0.121 | -0.000 | 0.050 | -0.001 | 1.000 | -0.001 | -0.003 | -0.002 | -0.006 | -0.007 | -0.010 | -0.010 |
| FLAG_DOCUMENT_21 | 0.009 | -0.004 | -0.005 | 0.022 | 0.008 | 0.052 | 0.011 | -0.004 | 0.015 | -0.004 | -0.014 | -0.001 | -0.001 | NaN | 0.004 | -0.008 | 0.001 | 0.001 | -0.006 | -0.012 | -0.009 | -0.008 | 0.012 | -0.002 | -0.004 | -0.004 | -0.003 | 0.009 | 0.010 | -0.013 | 0.015 | 0.010 | -0.003 | -0.010 | 0.004 | 0.006 | 0.000 | 0.002 | -0.011 | 0.007 | 0.011 | -0.004 | -0.003 | -0.001 | -0.003 | -0.007 | -0.002 | -0.010 | 0.003 | 0.006 | 0.001 | 0.003 | -0.009 | 0.008 | 0.012 | -0.004 | -0.002 | -0.000 | -0.003 | -0.006 | -0.003 | -0.010 | 0.005 | 0.006 | 0.000 | 0.002 | -0.010 | 0.007 | 0.011 | -0.004 | -0.003 | -0.001 | -0.003 | -0.007 | -0.001 | -0.010 | -0.005 | -0.010 | -0.004 | -0.004 | NaN | -0.022 | -0.000 | -0.002 | -0.003 | -0.000 | -0.008 | -0.001 | -0.000 | -0.001 | -0.000 | -0.002 | 0.070 | -0.001 | -0.002 | -0.000 | -0.002 | -0.000 | -0.001 | 1.000 | -0.001 | -0.001 | -0.003 | -0.006 | -0.007 | -0.004 |
| AMT_REQ_CREDIT_BUREAU_HOUR | -0.002 | 0.006 | -0.006 | 0.014 | 0.002 | 0.011 | 0.001 | 0.010 | 0.004 | 0.004 | 0.006 | 0.014 | 0.001 | NaN | -0.009 | -0.016 | 0.005 | 0.011 | 0.008 | 0.003 | -0.005 | -0.011 | -0.013 | -0.010 | -0.011 | -0.009 | -0.016 | -0.014 | -0.011 | 0.006 | -0.005 | -0.006 | -0.001 | -0.007 | -0.004 | -0.006 | -0.006 | -0.000 | -0.013 | 0.019 | 0.015 | -0.009 | 0.000 | -0.003 | 0.010 | 0.010 | -0.003 | -0.008 | -0.002 | -0.009 | -0.008 | -0.001 | -0.012 | 0.020 | 0.011 | -0.010 | -0.001 | -0.006 | -0.001 | -0.001 | -0.000 | -0.006 | -0.006 | -0.006 | -0.006 | -0.000 | -0.012 | 0.020 | 0.014 | -0.009 | 0.001 | -0.003 | 0.010 | 0.003 | 0.005 | -0.003 | 0.003 | -0.003 | 0.007 | 0.004 | NaN | 0.005 | -0.001 | 0.000 | -0.007 | -0.002 | 0.000 | -0.005 | -0.001 | -0.006 | -0.001 | -0.002 | 0.022 | -0.006 | -0.009 | -0.001 | 0.003 | -0.002 | -0.003 | -0.001 | 1.000 | 0.164 | 0.026 | 0.006 | -0.008 | -0.010 |
| AMT_REQ_CREDIT_BUREAU_DAY | 0.001 | 0.015 | -0.009 | -0.006 | 0.020 | 0.012 | 0.021 | -0.003 | 0.002 | 0.019 | -0.003 | -0.008 | -0.001 | NaN | -0.018 | -0.015 | 0.004 | 0.003 | -0.016 | -0.016 | -0.007 | -0.005 | 0.010 | -0.008 | 0.005 | 0.007 | 0.000 | 0.004 | 0.005 | -0.012 | -0.022 | -0.014 | -0.001 | 0.008 | 0.001 | -0.000 | -0.006 | -0.006 | 0.005 | -0.002 | -0.005 | -0.003 | 0.002 | 0.008 | -0.004 | 0.001 | -0.005 | 0.007 | 0.001 | -0.003 | -0.006 | -0.008 | 0.001 | -0.003 | -0.008 | -0.002 | 0.000 | 0.003 | -0.003 | -0.001 | -0.000 | 0.009 | 0.000 | 0.000 | -0.005 | -0.005 | 0.005 | -0.002 | -0.005 | -0.003 | 0.003 | 0.009 | -0.003 | -0.000 | 0.003 | -0.018 | 0.004 | -0.019 | 0.005 | 0.023 | NaN | 0.011 | -0.001 | -0.008 | 0.026 | -0.001 | -0.013 | -0.005 | -0.001 | 0.016 | -0.001 | 0.048 | 0.040 | 0.007 | -0.007 | -0.001 | 0.002 | -0.002 | -0.002 | -0.001 | 0.164 | 1.000 | 0.193 | 0.003 | -0.016 | 0.001 |
| AMT_REQ_CREDIT_BUREAU_WEEK | -0.000 | 0.016 | 0.005 | 0.018 | 0.006 | 0.016 | 0.007 | -0.005 | 0.004 | 0.001 | -0.006 | -0.008 | -0.008 | NaN | -0.000 | -0.005 | -0.019 | 0.020 | 0.018 | 0.004 | -0.003 | -0.001 | 0.003 | -0.001 | -0.004 | -0.008 | -0.002 | -0.003 | -0.003 | 0.013 | -0.003 | -0.046 | 0.008 | 0.004 | -0.005 | -0.014 | 0.001 | -0.001 | 0.011 | -0.000 | 0.003 | 0.012 | 0.007 | 0.007 | -0.002 | -0.005 | 0.009 | 0.004 | 0.001 | -0.013 | 0.002 | -0.001 | 0.010 | 0.000 | 0.003 | 0.013 | 0.008 | 0.009 | -0.001 | -0.002 | 0.008 | 0.004 | -0.008 | -0.014 | 0.000 | -0.001 | 0.011 | 0.000 | 0.004 | 0.012 | 0.007 | 0.007 | -0.002 | -0.003 | 0.010 | 0.014 | 0.000 | 0.015 | -0.003 | 0.004 | NaN | 0.025 | -0.002 | -0.003 | 0.003 | -0.004 | -0.017 | -0.013 | -0.002 | -0.004 | -0.002 | 0.007 | 0.008 | -0.008 | -0.016 | -0.003 | -0.010 | -0.005 | -0.006 | -0.003 | 0.026 | 0.193 | 1.000 | -0.020 | -0.039 | 0.028 |
| AMT_REQ_CREDIT_BUREAU_MON | -0.015 | -0.006 | -0.017 | 0.038 | 0.060 | 0.032 | 0.058 | 0.075 | -0.017 | -0.023 | -0.019 | -0.019 | -0.004 | NaN | 0.022 | 0.001 | 0.018 | 0.033 | 0.029 | -0.018 | -0.071 | -0.067 | 0.032 | 0.003 | 0.024 | 0.027 | -0.006 | 0.010 | 0.005 | 0.028 | 0.042 | -0.018 | 0.027 | 0.013 | 0.003 | -0.003 | 0.021 | 0.038 | -0.005 | 0.049 | 0.040 | 0.021 | 0.026 | 0.026 | 0.006 | 0.022 | 0.025 | 0.011 | 0.006 | -0.005 | 0.021 | 0.036 | -0.005 | 0.047 | 0.035 | 0.017 | 0.025 | 0.023 | 0.004 | 0.014 | 0.027 | 0.015 | -0.002 | -0.004 | 0.021 | 0.039 | -0.003 | 0.048 | 0.040 | 0.021 | 0.025 | 0.026 | 0.004 | 0.017 | 0.026 | 0.006 | 0.003 | 0.006 | 0.003 | -0.044 | NaN | 0.002 | 0.006 | 0.015 | -0.003 | -0.007 | 0.008 | 0.006 | -0.003 | 0.003 | -0.003 | 0.020 | 0.005 | 0.008 | -0.012 | -0.005 | -0.011 | -0.005 | -0.007 | -0.006 | 0.006 | 0.003 | -0.020 | 1.000 | -0.029 | -0.013 |
| AMT_REQ_CREDIT_BUREAU_QRT | -0.013 | 0.013 | -0.020 | 0.004 | -0.002 | 0.014 | -0.002 | -0.020 | -0.016 | 0.014 | 0.007 | -0.001 | -0.023 | NaN | -0.013 | -0.020 | 0.020 | 0.009 | 0.029 | -0.013 | 0.025 | 0.032 | -0.007 | -0.015 | -0.001 | -0.003 | 0.000 | 0.007 | 0.001 | 0.005 | 0.004 | -0.012 | -0.012 | -0.004 | 0.012 | 0.004 | -0.016 | -0.013 | -0.002 | -0.005 | 0.000 | 0.010 | -0.012 | -0.009 | 0.019 | 0.008 | -0.011 | -0.004 | 0.011 | 0.002 | -0.013 | -0.012 | -0.003 | -0.005 | 0.002 | 0.011 | -0.012 | -0.008 | 0.020 | 0.009 | -0.012 | -0.004 | 0.009 | 0.004 | -0.016 | -0.012 | -0.003 | -0.004 | 0.001 | 0.010 | -0.011 | -0.008 | 0.019 | 0.010 | -0.010 | 0.004 | -0.008 | 0.004 | -0.010 | -0.003 | NaN | 0.029 | -0.004 | -0.019 | -0.000 | 0.008 | -0.021 | -0.002 | -0.004 | -0.003 | -0.004 | -0.011 | -0.010 | -0.000 | -0.009 | 0.005 | -0.008 | -0.011 | -0.010 | -0.007 | -0.008 | -0.016 | -0.039 | -0.029 | 1.000 | 0.106 |
| AMT_REQ_CREDIT_BUREAU_YEAR | -0.009 | 0.033 | -0.042 | -0.003 | -0.059 | -0.009 | -0.063 | -0.022 | -0.055 | 0.033 | -0.019 | -0.003 | -0.017 | NaN | -0.033 | -0.060 | 0.037 | -0.026 | 0.067 | -0.031 | 0.036 | 0.037 | -0.047 | -0.009 | -0.018 | -0.014 | -0.016 | -0.020 | -0.021 | 0.001 | -0.039 | -0.084 | -0.026 | -0.021 | -0.014 | -0.027 | -0.012 | -0.032 | -0.012 | -0.032 | -0.025 | -0.015 | -0.030 | -0.030 | 0.002 | -0.007 | -0.024 | -0.021 | -0.009 | -0.027 | -0.011 | -0.030 | -0.011 | -0.032 | -0.023 | -0.014 | -0.028 | -0.028 | 0.003 | -0.007 | -0.025 | -0.023 | -0.010 | -0.028 | -0.012 | -0.031 | -0.013 | -0.033 | -0.025 | -0.013 | -0.029 | -0.030 | 0.003 | -0.007 | -0.026 | 0.046 | 0.035 | 0.047 | 0.031 | -0.110 | NaN | 0.044 | -0.009 | -0.018 | 0.019 | -0.008 | 0.001 | -0.012 | 0.017 | -0.038 | -0.004 | -0.070 | -0.053 | -0.040 | -0.036 | -0.013 | -0.048 | -0.007 | -0.010 | -0.004 | -0.010 | 0.001 | 0.028 | -0.013 | 0.106 | 1.000 |
Sample
| SK_ID_CURR | TARGET | NAME_CONTRACT_TYPE | CODE_GENDER | FLAG_OWN_CAR | FLAG_OWN_REALTY | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | NAME_TYPE_SUITE | NAME_INCOME_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | OCCUPATION_TYPE | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | WEEKDAY_APPR_PROCESS_START | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | ORGANIZATION_TYPE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | FONDKAPREMONT_MODE | HOUSETYPE_MODE | TOTALAREA_MODE | WALLSMATERIAL_MODE | EMERGENCYSTATE_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 100002 | 1 | Cash loans | M | N | Y | 0 | 202500.0 | 406597.5 | 24700.5 | 351000.0 | Unaccompanied | Working | Secondary / secondary special | Single / not married | House / apartment | 0.018801 | -9461 | -637 | -3648.0 | -2120 | NaN | 1 | 1 | 0 | 1 | 1 | 0 | Laborers | 1.0 | 2 | 2 | WEDNESDAY | 10 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.083037 | 0.262949 | 0.139376 | 0.0247 | 0.0369 | 0.9722 | 0.6192 | 0.0143 | 0.00 | 0.0690 | 0.0833 | 0.1250 | 0.0369 | 0.0202 | 0.0190 | 0.0000 | 0.0000 | 0.0252 | 0.0383 | 0.9722 | 0.6341 | 0.0144 | 0.0000 | 0.0690 | 0.0833 | 0.1250 | 0.0377 | 0.022 | 0.0198 | 0.0 | 0.0 | 0.0250 | 0.0369 | 0.9722 | 0.6243 | 0.0144 | 0.00 | 0.0690 | 0.0833 | 0.1250 | 0.0375 | 0.0205 | 0.0193 | 0.0000 | 0.00 | reg oper account | block of flats | 0.0149 | Stone, brick | No | 2.0 | 2.0 | 2.0 | 2.0 | -1134.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 1 | 100003 | 0 | Cash loans | F | N | N | 0 | 270000.0 | 1293502.5 | 35698.5 | 1129500.0 | Family | State servant | Higher education | Married | House / apartment | 0.003541 | -16765 | -1188 | -1186.0 | -291 | NaN | 1 | 1 | 0 | 1 | 1 | 0 | Core staff | 2.0 | 1 | 1 | MONDAY | 11 | 0 | 0 | 0 | 0 | 0 | 0 | School | 0.311267 | 0.622246 | NaN | 0.0959 | 0.0529 | 0.9851 | 0.7960 | 0.0605 | 0.08 | 0.0345 | 0.2917 | 0.3333 | 0.0130 | 0.0773 | 0.0549 | 0.0039 | 0.0098 | 0.0924 | 0.0538 | 0.9851 | 0.8040 | 0.0497 | 0.0806 | 0.0345 | 0.2917 | 0.3333 | 0.0128 | 0.079 | 0.0554 | 0.0 | 0.0 | 0.0968 | 0.0529 | 0.9851 | 0.7987 | 0.0608 | 0.08 | 0.0345 | 0.2917 | 0.3333 | 0.0132 | 0.0787 | 0.0558 | 0.0039 | 0.01 | reg oper account | block of flats | 0.0714 | Block | No | 1.0 | 0.0 | 1.0 | 0.0 | -828.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 100004 | 0 | Revolving loans | M | Y | Y | 0 | 67500.0 | 135000.0 | 6750.0 | 135000.0 | Unaccompanied | Working | Secondary / secondary special | Single / not married | House / apartment | 0.010032 | -19046 | -225 | -4260.0 | -2531 | 26.0 | 1 | 1 | 1 | 1 | 1 | 0 | Laborers | 1.0 | 2 | 2 | MONDAY | 9 | 0 | 0 | 0 | 0 | 0 | 0 | Government | NaN | 0.555912 | 0.729567 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 0.0 | 0.0 | 0.0 | 0.0 | -815.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 100006 | 0 | Cash loans | F | N | Y | 0 | 135000.0 | 312682.5 | 29686.5 | 297000.0 | Unaccompanied | Working | Secondary / secondary special | Civil marriage | House / apartment | 0.008019 | -19005 | -3039 | -9833.0 | -2437 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | Laborers | 2.0 | 2 | 2 | WEDNESDAY | 17 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | NaN | 0.650442 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 2.0 | 0.0 | 2.0 | 0.0 | -617.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 100007 | 0 | Cash loans | M | N | Y | 0 | 121500.0 | 513000.0 | 21865.5 | 513000.0 | Unaccompanied | Working | Secondary / secondary special | Single / not married | House / apartment | 0.028663 | -19932 | -3038 | -4311.0 | -3458 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | Core staff | 1.0 | 2 | 2 | THURSDAY | 11 | 0 | 0 | 0 | 0 | 1 | 1 | Religion | NaN | 0.322738 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 0.0 | 0.0 | 0.0 | 0.0 | -1106.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 100008 | 0 | Cash loans | M | N | Y | 0 | 99000.0 | 490495.5 | 27517.5 | 454500.0 | Spouse, partner | State servant | Secondary / secondary special | Married | House / apartment | 0.035792 | -16941 | -1588 | -4970.0 | -477 | NaN | 1 | 1 | 1 | 1 | 1 | 0 | Laborers | 2.0 | 2 | 2 | WEDNESDAY | 16 | 0 | 0 | 0 | 0 | 0 | 0 | Other | NaN | 0.354225 | 0.621226 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 0.0 | 0.0 | 0.0 | 0.0 | -2536.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 |
| 6 | 100009 | 0 | Cash loans | F | Y | Y | 1 | 171000.0 | 1560726.0 | 41301.0 | 1395000.0 | Unaccompanied | Commercial associate | Higher education | Married | House / apartment | 0.035792 | -13778 | -3130 | -1213.0 | -619 | 17.0 | 1 | 1 | 0 | 1 | 1 | 0 | Accountants | 3.0 | 2 | 2 | SUNDAY | 16 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.774761 | 0.724000 | 0.492060 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 1.0 | 0.0 | 1.0 | 0.0 | -1562.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 2.0 |
| 7 | 100010 | 0 | Cash loans | M | Y | Y | 0 | 360000.0 | 1530000.0 | 42075.0 | 1530000.0 | Unaccompanied | State servant | Higher education | Married | House / apartment | 0.003122 | -18850 | -449 | -4597.0 | -2379 | 8.0 | 1 | 1 | 1 | 1 | 0 | 0 | Managers | 2.0 | 3 | 3 | MONDAY | 16 | 0 | 0 | 0 | 0 | 1 | 1 | Other | NaN | 0.714279 | 0.540654 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 2.0 | 0.0 | 2.0 | 0.0 | -1070.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 100011 | 0 | Cash loans | F | N | Y | 0 | 112500.0 | 1019610.0 | 33826.5 | 913500.0 | Children | Pensioner | Secondary / secondary special | Married | House / apartment | 0.018634 | -20099 | 365243 | -7427.0 | -3514 | NaN | 1 | 0 | 0 | 1 | 0 | 0 | None | 2.0 | 2 | 2 | WEDNESDAY | 14 | 0 | 0 | 0 | 0 | 0 | 0 | XNA | 0.587334 | 0.205747 | 0.751724 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 9 | 100012 | 0 | Revolving loans | M | N | Y | 0 | 135000.0 | 405000.0 | 20250.0 | 405000.0 | Unaccompanied | Working | Secondary / secondary special | Single / not married | House / apartment | 0.019689 | -14469 | -2019 | -14437.0 | -3992 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | Laborers | 1.0 | 2 | 2 | THURSDAY | 8 | 0 | 0 | 0 | 0 | 0 | 0 | Electricity | NaN | 0.746644 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 2.0 | 0.0 | 2.0 | 0.0 | -1673.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |